gpt-image-1.5

Search model identifier groupsModel identifier group528 identifier groups match; choose one and submit to view prices.

158 sources · 430 public declarations

Pricing and freshness · cash / quality unverified

Input, output, cache rates and conditions stay with their original plan. Host units differ and are not cash-ranked across hosts; cash qualification, upstream identity and quality remain unverified.

430 declarations in scope: 406 within observation window, 24 freshness unassessed, 0 historical / verification records.

Freshness evaluated as of: 2026-10-08T12:02:52.809Z · Rendering does not extend the original observation window.

Captured name archive

Back to all sources

1 sources and 9 declarations match · 9 rows on this page

openai-labs.com

9 declarations · 9 on this page

9 within window, 0 freshness unassessed, 0 historical / verification records.

OpenAIVIP· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 3000000
Output: 19200000
Request: Not provided
Cache read: 750000
Cache write: Not provided

All prices, conditions and source evidence

openai-labs.com · Public API declaration

Plan / group: declared-group:OpenAIVIP · OpenAIVIP

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 3000000
Output: 19200000
Per request: Not provided / unresolved
Cache read: 750000
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "3000000",
      "effectiveQuotaPointsPerToken": "3",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "19200000",
      "effectiveQuotaPointsPerToken": "19.2",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "4800000",
      "effectiveQuotaPointsPerToken": "4.8",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "c519d258c319f0c529184245d4eb830aa25329f8da18fed5cc8e9a8a2ba951cf",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "1.2"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "1.2",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "OpenAI-VIP",
  "declaredGroupRatio": "1.2",
  "eligibility": {
    "declaredGroup": "OpenAIVIP",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "750000",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "OpenAI-VIP",
    "declaredGroupRatio": "1.2",
    "eligibility": {
      "declaredGroup": "OpenAIVIP",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "OpenAIVIP",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "3000000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "3000000",
        "effectiveQuotaPointsPerToken": "3",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "19200000",
        "effectiveQuotaPointsPerToken": "19.2",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "4800000",
        "effectiveQuotaPointsPerToken": "4.8",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "c519d258c319f0c529184245d4eb830aa25329f8da18fed5cc8e9a8a2ba951cf",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "1.2"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "1.2",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "19200000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:OpenAIVIP",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "61c3e1d0c50ea69a752f07ef2b9022af608f1baeae9084b7aaefbc660fc33bb8",
  "quoteOrdinal": 1046,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

azure· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 2250000
Output: 14400000
Request: Not provided
Cache read: 562500
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:azure · azure

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 2250000
Output: 14400000
Per request: Not provided / unresolved
Cache read: 562500
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "2250000",
      "effectiveQuotaPointsPerToken": "2.25",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "14400000",
      "effectiveQuotaPointsPerToken": "14.4",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "3600000",
      "effectiveQuotaPointsPerToken": "3.6",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "ce0d58cd5b576e9122b8376fa7c7e47fda7f30e9731e8cd4563786844d85bc86",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "0.9"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "0.9",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "azure-openai",
  "declaredGroupRatio": "0.9",
  "eligibility": {
    "declaredGroup": "azure",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "562500",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "azure-openai",
    "declaredGroupRatio": "0.9",
    "eligibility": {
      "declaredGroup": "azure",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "azure",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "2250000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "2250000",
        "effectiveQuotaPointsPerToken": "2.25",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "14400000",
        "effectiveQuotaPointsPerToken": "14.4",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "3600000",
        "effectiveQuotaPointsPerToken": "3.6",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "ce0d58cd5b576e9122b8376fa7c7e47fda7f30e9731e8cd4563786844d85bc86",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "0.9"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "0.9",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "14400000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:azure",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "9b1441ac244dfd623865cfaea6f89aacbdee5a737d42c2a65353e1656b5cf864",
  "quoteOrdinal": 1047,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

default· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 2500000
Output: 16000000
Request: Not provided
Cache read: 625000
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:default · default

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 2500000
Output: 16000000
Per request: Not provided / unresolved
Cache read: 625000
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "2500000",
      "effectiveQuotaPointsPerToken": "2.5",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "16000000",
      "effectiveQuotaPointsPerToken": "16",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "4000000",
      "effectiveQuotaPointsPerToken": "4",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "b00fa4218a00869063f86fb798fdb0137f5b513605ff11ef1cfc6e1f1d79b2d5",
  "declaredGroupRatioInput": {
    "type": "INTEGER",
    "value": "1"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "1",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "常用模型",
  "declaredGroupRatio": 1,
  "eligibility": {
    "declaredGroup": "default",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "625000",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "常用模型",
    "declaredGroupRatio": 1,
    "eligibility": {
      "declaredGroup": "default",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "default",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "2500000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "2500000",
        "effectiveQuotaPointsPerToken": "2.5",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "16000000",
        "effectiveQuotaPointsPerToken": "16",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "4000000",
        "effectiveQuotaPointsPerToken": "4",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "b00fa4218a00869063f86fb798fdb0137f5b513605ff11ef1cfc6e1f1d79b2d5",
    "declaredGroupRatioInput": {
      "type": "INTEGER",
      "value": "1"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "1",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "16000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:default",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "c4e0c5cdfaf459d7582ce260e122c0869ea107518fe81d29839377557ad7e04e",
  "quoteOrdinal": 1048,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

g1· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 1250000
Output: 8000000
Request: Not provided
Cache read: 312500
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:g1 · g1

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 1250000
Output: 8000000
Per request: Not provided / unresolved
Cache read: 312500
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "1250000",
      "effectiveQuotaPointsPerToken": "1.25",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "8000000",
      "effectiveQuotaPointsPerToken": "8",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "2000000",
      "effectiveQuotaPointsPerToken": "2",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "f2d7993a1160220b26dc67cbc8d2d5e6d033a6ad670263f4c62cc2aae3195788",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "0.5"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "0.5",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "OpenAI Lite",
  "declaredGroupRatio": "0.5",
  "eligibility": {
    "declaredGroup": "g1",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "312500",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "OpenAI Lite",
    "declaredGroupRatio": "0.5",
    "eligibility": {
      "declaredGroup": "g1",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "g1",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "1250000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "1250000",
        "effectiveQuotaPointsPerToken": "1.25",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "8000000",
        "effectiveQuotaPointsPerToken": "8",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "2000000",
        "effectiveQuotaPointsPerToken": "2",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "f2d7993a1160220b26dc67cbc8d2d5e6d033a6ad670263f4c62cc2aae3195788",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "0.5"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "0.5",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "8000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:g1",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "ba42c0524510766f7eaaa16ebd303dbd1ddf1b5bc1a1a56a1cb477e895f58efa",
  "quoteOrdinal": 1049,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

image-max· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 10000000
Output: 64000000
Request: Not provided
Cache read: 2500000
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:image-max · image-max

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 10000000
Output: 64000000
Per request: Not provided / unresolved
Cache read: 2500000
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "10000000",
      "effectiveQuotaPointsPerToken": "10",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "64000000",
      "effectiveQuotaPointsPerToken": "64",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "16000000",
      "effectiveQuotaPointsPerToken": "16",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "48f6d4983d108acf2aff4b0ea7e21634c7116f103b1ce22dfb5943b1e67c1bdd",
  "declaredGroupRatioInput": {
    "type": "INTEGER",
    "value": "4"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "4",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "image-max",
  "declaredGroupRatio": 4,
  "eligibility": {
    "declaredGroup": "image-max",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "2500000",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "image-max",
    "declaredGroupRatio": 4,
    "eligibility": {
      "declaredGroup": "image-max",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "image-max",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "10000000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "10000000",
        "effectiveQuotaPointsPerToken": "10",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "64000000",
        "effectiveQuotaPointsPerToken": "64",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "16000000",
        "effectiveQuotaPointsPerToken": "16",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "48f6d4983d108acf2aff4b0ea7e21634c7116f103b1ce22dfb5943b1e67c1bdd",
    "declaredGroupRatioInput": {
      "type": "INTEGER",
      "value": "4"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "4",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "64000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:image-max",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "3025ed3ffabed551e83c48dc8d94b6a5d1ca9c927b57d2ddc03bdf6fc7b43400",
  "quoteOrdinal": 1050,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

op5· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 12500000
Output: 80000000
Request: Not provided
Cache read: 3125000
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:op5 · op5

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 12500000
Output: 80000000
Per request: Not provided / unresolved
Cache read: 3125000
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "12500000",
      "effectiveQuotaPointsPerToken": "12.5",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "80000000",
      "effectiveQuotaPointsPerToken": "80",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "20000000",
      "effectiveQuotaPointsPerToken": "20",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "5086adc6141f4c785f29d7c00bd3e8eae5a895db42275db13fbb06570534c07f",
  "declaredGroupRatioInput": {
    "type": "INTEGER",
    "value": "5"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "5",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "大模型官方合同",
  "declaredGroupRatio": 5,
  "eligibility": {
    "declaredGroup": "op5",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "3125000",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "大模型官方合同",
    "declaredGroupRatio": 5,
    "eligibility": {
      "declaredGroup": "op5",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "op5",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "12500000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "12500000",
        "effectiveQuotaPointsPerToken": "12.5",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "80000000",
        "effectiveQuotaPointsPerToken": "80",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "20000000",
        "effectiveQuotaPointsPerToken": "20",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "5086adc6141f4c785f29d7c00bd3e8eae5a895db42275db13fbb06570534c07f",
    "declaredGroupRatioInput": {
      "type": "INTEGER",
      "value": "5"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "5",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "80000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:op5",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "9176254eb87e5e4352e68e64cbbf0a1e53967576a22d230fe21c4efece70862d",
  "quoteOrdinal": 1051,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

openai-advanced· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 5000000
Output: 32000000
Request: Not provided
Cache read: 1250000
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:openai-advanced · openai-advanced

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 5000000
Output: 32000000
Per request: Not provided / unresolved
Cache read: 1250000
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "5000000",
      "effectiveQuotaPointsPerToken": "5",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "32000000",
      "effectiveQuotaPointsPerToken": "32",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "8000000",
      "effectiveQuotaPointsPerToken": "8",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "0459054a9bb1c0e61a4fdacb4a60ab1b9e736a469f569ad6af692b3721a0315e",
  "declaredGroupRatioInput": {
    "type": "INTEGER",
    "value": "2"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "2",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "OpenAI Advanced",
  "declaredGroupRatio": 2,
  "eligibility": {
    "declaredGroup": "openai-advanced",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "1250000",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "OpenAI Advanced",
    "declaredGroupRatio": 2,
    "eligibility": {
      "declaredGroup": "openai-advanced",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "openai-advanced",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "5000000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "5000000",
        "effectiveQuotaPointsPerToken": "5",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "32000000",
        "effectiveQuotaPointsPerToken": "32",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "8000000",
        "effectiveQuotaPointsPerToken": "8",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "0459054a9bb1c0e61a4fdacb4a60ab1b9e736a469f569ad6af692b3721a0315e",
    "declaredGroupRatioInput": {
      "type": "INTEGER",
      "value": "2"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "2",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "32000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:openai-advanced",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "183bb67e8d6da783c6f0484052b88e29adfadf43fdb031a717398ed861916342",
  "quoteOrdinal": 1052,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

openai-max· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 8750000
Output: 56000000
Request: Not provided
Cache read: 2187500
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:openai-max · openai-max

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 8750000
Output: 56000000
Per request: Not provided / unresolved
Cache read: 2187500
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "8750000",
      "effectiveQuotaPointsPerToken": "8.75",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "56000000",
      "effectiveQuotaPointsPerToken": "56",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "14000000",
      "effectiveQuotaPointsPerToken": "14",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "c61fdce2ab6739bcb9b3098e477087abee8f2c77fc7f6e0c61310a609652e36c",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "3.5"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "3.5",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "OpenAI Max",
  "declaredGroupRatio": "3.5",
  "eligibility": {
    "declaredGroup": "openai-max",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "2187500",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "OpenAI Max",
    "declaredGroupRatio": "3.5",
    "eligibility": {
      "declaredGroup": "openai-max",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "openai-max",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "8750000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "8750000",
        "effectiveQuotaPointsPerToken": "8.75",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "56000000",
        "effectiveQuotaPointsPerToken": "56",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "14000000",
        "effectiveQuotaPointsPerToken": "14",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "c61fdce2ab6739bcb9b3098e477087abee8f2c77fc7f6e0c61310a609652e36c",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "3.5"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "3.5",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "56000000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:openai-max",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "342575d05b5b6f7e637ccb31dfe7471512992aaab9c9e18bb6e4f698a54afc4c",
  "quoteOrdinal": 1053,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

openai-plus· Public API

gpt-image-1.5

Host quota points / million tokens · Observed: 2026-10-03 UTC

Input: 2250000
Output: 14400000
Request: Not provided
Cache read: 562500
Cache write: Not provided

All prices, conditions and source evidence

gpt-image-1.5

openai-labs.com · Public API declaration

Plan / group: declared-group:openai-plus · openai-plus

Within observation window · not a live quote

Observed as of: 2026-10-03T23:53:47.103Z · Original cache limit: 2026-10-10T23:53:45.337000Z · Effective limit (exclusive): 2026-10-10T23:53:45.337000Z

Public declaration; cash qualification is not evaluated. Upstream identity, purchase eligibility and service quality are unverified.

Original pricing unit: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Scalar declaration (prices from this same row) · SCALAR_PRICE

Input: 2250000
Output: 14400000
Per request: Not provided / unresolved
Cache read: 562500
Cache write: Not provided / unresolved

Complete multimodal components · not a complete request cost

{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
  "components": [
    {
      "baseQuotaPointsPerToken": "2.5",
      "effectiveQuotaPointsPerMillionTokens": "2250000",
      "effectiveQuotaPointsPerToken": "2.25",
      "factors": [],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "MODEL_RATIO",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
      "usageKind": "TEXT_INPUT"
    },
    {
      "baseQuotaPointsPerToken": "16",
      "effectiveQuotaPointsPerMillionTokens": "14400000",
      "effectiveQuotaPointsPerToken": "14.4",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6.4"
        }
      ],
      "profile": "HANDLER_DEPENDENT",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
      "usageKind": "TEXT_OUTPUT"
    },
    {
      "baseQuotaPointsPerToken": "4",
      "effectiveQuotaPointsPerMillionTokens": "3600000",
      "effectiveQuotaPointsPerToken": "3.6",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1.6"
        }
      ],
      "profile": "NEW_API_TEXT_QUOTA_HANDLER",
      "ratioBasis": "TEXT_INPUT",
      "status": "DECLARED_COMPONENT",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "usage.PromptTokensDetails.ImageTokens",
      "usageKind": "IMAGE_INPUT"
    },
    {
      "baseQuotaPointsPerToken": null,
      "effectiveQuotaPointsPerMillionTokens": null,
      "effectiveQuotaPointsPerToken": null,
      "factors": null,
      "profile": "UNESTABLISHED",
      "ratioBasis": "UNDECLARED",
      "status": "UNKNOWN_NOT_DECLARED",
      "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
      "usageCounter": "No image output ratio is declared by image_ratio",
      "usageKind": "IMAGE_OUTPUT"
    }
  ],
  "contentSha256": "ce0d58cd5b576e9122b8376fa7c7e47fda7f30e9731e8cd4563786844d85bc86",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "0.9"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "DECIMAL",
      "value": "6.4"
    },
    "image_ratio": {
      "type": "DECIMAL",
      "value": "1.6"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-image-1.5"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "2.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
    {
      "endLine": 84,
      "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
      "startLine": 48,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
    },
    {
      "endLine": 353,
      "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
      "startLine": 255,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
    },
    {
      "endLine": 665,
      "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
      "startLine": 611,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
    },
    {
      "endLine": 184,
      "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
      "startLine": 178,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
    },
    {
      "endLine": 74,
      "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
      "startLine": 70,
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
    }
  ],
  "groupRatio": "0.9",
  "groupRatioApplied": true,
  "handledRowFields": [
    "image_ratio"
  ],
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
  "limitations": [
    "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
    "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
    "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
    "NO_IMAGE_OUTPUT_RATE_INFERRED",
    "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
    "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
    "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
    "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
    "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
    "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
  ],
  "modelName": "gpt-image-1.5",
  "modelRatio": "2.5",
  "normalization": {
    "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
    "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
    "imageAndAudioProfilesCanBeSummedAutomatically": false,
    "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
    "missingRatio": "UNKNOWN; no fallback 1 or zero",
    "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
    "totalTokensAreAudioTokens": false
  },
  "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
  "schema": "grandet.public-multimodal-components/v1",
  "scopeVerification": {
    "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
    "groupPublic": true,
    "sourcePublic": true
  },
  "status": "SUPPORTED_COMPONENT_DECLARATION",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
  "unitBasis": "PLATFORM_QUOTA_POINTS",
  "unknownComponents": [
    "IMAGE_OUTPUT"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "image-generation",
    "openai"
  ],
  "declaredGroupDescription": "OpenAI Standard",
  "declaredGroupRatio": "0.9",
  "eligibility": {
    "declaredGroup": "openai-plus",
    "status": "UNKNOWN"
  },
  "membership": {
    "status": "UNKNOWN"
  },
  "minimumTopup": {
    "status": "UNKNOWN"
  },
  "mixedWallet": {
    "status": "UNKNOWN"
  },
  "nightDiscount": {
    "status": "UNKNOWN"
  },
  "rateWindows": {
    "status": "UNKNOWN"
  },
  "requiredFees": {
    "status": "UNKNOWN"
  },
  "sharedAllowance": {
    "status": "UNKNOWN"
  },
  "sourceEffectiveAt": {
    "status": "UNKNOWN"
  },
  "tieredRates": {
    "status": "UNKNOWN"
  },
  "topupBonus": {
    "status": "UNKNOWN"
  }
}

Bound source freshness context

{
  "cacheFreshUntil": "2026-10-10T23:53:45.337000Z",
  "firstObservedAt": "2026-10-03T23:53:47.103Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:53:47.103Z",
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceId": "openai-labs.com",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "c3b5336d0b83b46e2f85f4586f0c301350adee92c717e49a0351cfeb6e9b967e",
  "cacheReadPrice": "562500",
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "image-generation",
      "openai"
    ],
    "declaredGroupDescription": "OpenAI Standard",
    "declaredGroupRatio": "0.9",
    "eligibility": {
      "declaredGroup": "openai-plus",
      "status": "UNKNOWN"
    },
    "membership": {
      "status": "UNKNOWN"
    },
    "minimumTopup": {
      "status": "UNKNOWN"
    },
    "mixedWallet": {
      "status": "UNKNOWN"
    },
    "nightDiscount": {
      "status": "UNKNOWN"
    },
    "rateWindows": {
      "status": "UNKNOWN"
    },
    "requiredFees": {
      "status": "UNKNOWN"
    },
    "sharedAllowance": {
      "status": "UNKNOWN"
    },
    "sourceEffectiveAt": {
      "status": "UNKNOWN"
    },
    "tieredRates": {
      "status": "UNKNOWN"
    },
    "topupBonus": {
      "status": "UNKNOWN"
    }
  },
  "declaredGroup": "openai-plus",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:53:45.337000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "2250000",
  "modelName": "gpt-image-1.5",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "2.5",
        "effectiveQuotaPointsPerMillionTokens": "2250000",
        "effectiveQuotaPointsPerToken": "2.25",
        "factors": [],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "MODEL_RATIO",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; residual prompt after subclasses in Text handler",
        "usageKind": "TEXT_INPUT"
      },
      {
        "baseQuotaPointsPerToken": "16",
        "effectiveQuotaPointsPerMillionTokens": "14400000",
        "effectiveQuotaPointsPerToken": "14.4",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6.4"
          }
        ],
        "profile": "HANDLER_DEPENDENT",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "TextTokens in Audio handler; completion accounting tokens in Text handler",
        "usageKind": "TEXT_OUTPUT"
      },
      {
        "baseQuotaPointsPerToken": "4",
        "effectiveQuotaPointsPerMillionTokens": "3600000",
        "effectiveQuotaPointsPerToken": "3.6",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1.6"
          }
        ],
        "profile": "NEW_API_TEXT_QUOTA_HANDLER",
        "ratioBasis": "TEXT_INPUT",
        "status": "DECLARED_COMPONENT",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "usage.PromptTokensDetails.ImageTokens",
        "usageKind": "IMAGE_INPUT"
      },
      {
        "baseQuotaPointsPerToken": null,
        "effectiveQuotaPointsPerMillionTokens": null,
        "effectiveQuotaPointsPerToken": null,
        "factors": null,
        "profile": "UNESTABLISHED",
        "ratioBasis": "UNDECLARED",
        "status": "UNKNOWN_NOT_DECLARED",
        "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
        "usageCounter": "No image output ratio is declared by image_ratio",
        "usageKind": "IMAGE_OUTPUT"
      }
    ],
    "contentSha256": "ce0d58cd5b576e9122b8376fa7c7e47fda7f30e9731e8cd4563786844d85bc86",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "0.9"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "DECIMAL",
        "value": "6.4"
      },
      "image_ratio": {
        "type": "DECIMAL",
        "value": "1.6"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-image-1.5"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "2.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "9802ec7a81ce3a859a2f99a487307ba9efb8615a8789951b90ad5bead5546725",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
      {
        "endLine": 84,
        "sha256": "6b1d1115c78b5cf20cb468cc3c2091dd8b0af8da7d2df68a9716def4dd0a6c90",
        "startLine": 48,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
      {
        "endLine": 353,
        "sha256": "950d3338aaa0294b1eae5503650ff2f570fdbb9b1cc1fe6613cc15d8e4e097cf",
        "startLine": 255,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/text_quota.go"
      },
      {
        "endLine": 665,
        "sha256": "84ac21644649dfdfd439a466adc3057e5e7378a26c514ecc1f982977ea9a9778",
        "startLine": 611,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/setting/ratio_setting/model_ratio.go"
      },
      {
        "endLine": 184,
        "sha256": "fad84dc442a4366830873900104a1d863e726cb9b4c62144ded6e127bcfc7d99",
        "startLine": 178,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/compatible_handler.go"
      },
      {
        "endLine": 74,
        "sha256": "04f4d88ec9c71b2e7a7d22db8425112b9411223300b848f6acb725cee8a314b6",
        "startLine": 70,
        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/relay/audio_handler.go"
      }
    ],
    "groupRatio": "0.9",
    "groupRatioApplied": true,
    "handledRowFields": [
      "image_ratio"
    ],
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "NEW_API_MODALITY_RATIO_COMPONENTS",
    "limitations": [
      "COMPONENT_SUPPORT_IS_NOT_WHOLE_QUOTE_RESOLUTION",
      "DEPLOYED_HANDLER_AND_USAGE_PROFILE_UNVERIFIED",
      "IMAGE_INPUT_TOKENS_ARE_NOT_IMAGE_ITEMS",
      "NO_IMAGE_OUTPUT_RATE_INFERRED",
      "NO_UPSTREAM_DEFAULT_RATIOS_FILLED",
      "CACHE_AND_IMAGE_AUDIO_OVERLAP_NOT_RESOLVED",
      "HANDLER_TOKEN_ESTIMATION_AND_MINIMUM_QUOTA_NOT_MODELED",
      "OTHER_ROW_AND_GLOBAL_BLOCKERS_MUST_REMAIN",
      "QUOTA_POINTS_ARE_NOT_CASH_OR_DECLARED_USD",
      "NO_COMPLETE_REQUEST_COST_OR_PURCHASE_ELIGIBILITY_ESTABLISHED"
    ],
    "modelName": "gpt-image-1.5",
    "modelRatio": "2.5",
    "normalization": {
      "audio": "Audio handler uses separate text/audio input/output counters; audio output uses audio_ratio * audio_completion_ratio, without text completion_ratio",
      "audioRoute": "Audio endpoint with audio usage, or compatible endpoint with audio usage plus configured audio ratio; deployment and OriginModelName configuration are unverified",
      "imageAndAudioProfilesCanBeSummedAutomatically": false,
      "imageInput": "Text handler subtracts ImageTokens from prompt before adding ImageTokens * image_ratio",
      "missingRatio": "UNKNOWN; no fallback 1 or zero",
      "providerReportedAndEstimatedTokenCountsAreInterchangeable": false,
      "totalTokensAreAudioTokens": false
    },
    "parserVersion": "grandet.new-api-multimodal-components/1.0.0",
    "schema": "grandet.public-multimodal-components/v1",
    "scopeVerification": {
      "basis": "CALLER_PUBLIC_RESPONSE_AND_USABLE_GROUP_ATTESTATIONS",
      "groupPublic": true,
      "sourcePublic": true
    },
    "status": "SUPPORTED_COMPONENT_DECLARATION",
    "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
    "unitBasis": "PLATFORM_QUOTA_POINTS",
    "unknownComponents": [
      "IMAGE_OUTPUT"
    ]
  },
  "observedAt": "2026-10-03T23:53:47.103Z",
  "outputPrice": "14400000",
  "parseRevisionId": "963dad014c2683f65a8f28c2d0ae2986782e599bdc1d46f347eefedbc8205165",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:openai-plus",
  "pricePairSourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "pricingAdapterEvidence": [
    {
      "kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
    },
    {
      "kind": "PUBLIC_PRIMARY_USABLE_GROUP_FILTER",
      "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "bundleUrl": "https://openai-labs.com/static/js/1037.24886c5c.chunk.js",
      "conditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
      "legacyBodySha256": "f297ca5b2a1e11be207d2edf03b810d24c8ca06ffd3e8aba852e8092c2a07946",
      "legacyEndpoint": "https://openai-labs.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:49.465Z",
      "pricingAttemptId": "c05305998738aa2a0e2f9119411c5a11a26201ebe3212c241c339c3e2d0c1497",
      "pricingBodySha256": "2d91d647283c720450e3bd1f87d40cb6bfeec6e91568f3f72f6bea5c485c01ee",
      "pricingObservedAt": "2026-10-03T19:13:17.410Z",
      "pricingTransactionId": "e8f4d7fe46641cd546b1a27c975610fe9ec79f7ca0ca69ece2a1ec640988275a"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "1370b6a021448d0b7f07d685f36b73f72307f8052ab402a19a679a1415b5e189",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "fd74fe7bf7a2e186bf4ffd9428216f1d6145c5085560855dea525091eb384b18",
  "quoteOrdinal": 1054,
  "snapshotId": "939f5b346b3ac04b8c4784308c101935ebd5e4c138d1216e1962efc2374eece2",
  "sourceDomain": "openai-labs.com",
  "sourceId": "openai-labs.com",
  "sourceRowId": "14696c44ec96547c9500b8036e4d9da59712be3962bd99383eba670661ba645b",
  "transactionId": "e85aca9bf2b49017731666c567fbe791924bd48cbfcd98f4f96a8e539b69401e",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

Complete public data downloads

gpt-image-1.5

Name attribution evidence

{
  "id": "2e02161d2494e3384ff7",
  "matches": [
    {
      "declaredName": "gpt-image-1.5",
      "evidence": {
        "canonicalId": "openai/gpt-image-1.5",
        "claimId": "2e02161d2494e3384ff7",
        "confidence": "DOCUMENTED_IDENTIFIER",
        "declaredName": "gpt-image-1.5",
        "evidenceIds": [
          "openai-gpt-image-1.5"
        ],
        "evidenceUrl": "https://developers.openai.com/api/docs/models/gpt-image-1.5",
        "qualifiers": [],
        "qualityVerification": "NOT_MEASURED",
        "relationship": "EXACT_OFFICIAL_IDENTIFIER",
        "status": "OFFICIAL_ID",
        "upstreamVerification": "NOT_TESTED",
        "validity": {
          "appliesTo": "NAME_DECLARATION_ONLY",
          "checkedAt": "2026-10-02",
          "configurationSupport": "NOT_VERIFIED",
          "historicalBackendConfirmed": false
        }
      }
    }
  ],
  "name": "gpt-image-1.5",
  "officialId": null
}