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How to read these prices

Input, output and cache prices and terms for each plan stay together, in each site’s own units; prices in different units can’t be compared directly.

2,112 prices: 1,891 recent, 24 with an unconfirmed collection time, 197 older or not yet verified.

Counted as of ; whether a price counts as recent depends on its own collection time.

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1 providers and 2 prices found · 2 on this page

mzhcloud.com

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2 prices · 2 on this page

2 recent, 0 with an unconfirmed collection time, 0 older or not yet verified.

codex_vip· Public API

gpt-5.6-luna

Site credits / million tokens · Collected:

Input
125000
Output
750000
Request
Not stated
Cache read
12500
Cache write
156250
All prices, conditions and raw data

gpt-5.6-luna

mzhcloud.com · Price published through the provider’s API

Plan / group: declared-group:codex_vip · codex_vip

Recently collected price · not real-time

Collected: · API data cached until: · Treated as current until (not including):

This is the price the provider publishes. Whether you can buy at this price, whose model is really behind it and how good the service is are not verified.

Pricing unit: Site credits / million tokens

Fixed prices (input, output and other prices come from the same record)

Input
125000
Output
750000
Per request
Not stated or not read
Cache read
12500
Cache write
156250
Image, audio and other prices (total cost per request not verified)
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  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "completeRequestCostEstablished": false,
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      "baseQuotaPointsPerToken": "0.5",
      "effectiveQuotaPointsPerMillionTokens": "125000",
      "effectiveQuotaPointsPerToken": "0.125",
      "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": "3",
      "effectiveQuotaPointsPerMillionTokens": "750000",
      "effectiveQuotaPointsPerToken": "0.75",
      "factors": [
        {
          "field": "completion_ratio",
          "value": "6"
        }
      ],
      "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": "0.5",
      "effectiveQuotaPointsPerMillionTokens": "125000",
      "effectiveQuotaPointsPerToken": "0.125",
      "factors": [
        {
          "field": "image_ratio",
          "value": "1"
        }
      ],
      "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": "37db9262f2a347c4e094aa10a6f558fddf35e210ceda66a65c39f303847027f8",
  "declaredGroupRatioInput": {
    "type": "DECIMAL",
    "value": "0.25"
  },
  "declaredSourceFields": {
    "completion_ratio": {
      "type": "INTEGER",
      "value": "6"
    },
    "image_ratio": {
      "type": "INTEGER",
      "value": "1"
    },
    "model_name": {
      "type": "STRING",
      "value": "gpt-5.6-luna"
    },
    "model_ratio": {
      "type": "DECIMAL",
      "value": "0.5"
    },
    "quota_type": {
      "type": "INTEGER",
      "value": "0"
    }
  },
  "declaredSourceFieldsSha256": "744298b63a0b2c95645bd23b13dfcfe6f1926efbb94daf308f21472b034ddcd3",
  "deployedUsageProfile": "UNVERIFIED",
  "evidenceRefs": [
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  ],
  "groupRatio": "0.25",
  "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-5.6-luna",
  "modelRatio": "0.5",
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    "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"
  ]
}
All conditions the provider states
{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "openai",
    "openai-response",
    "openai-response-compact",
    "anthropic",
    "gemini",
    "openai-alpha-search"
  ],
  "declaredGroupDescription": "GPT推荐分组,尽力保证不降智,最高0.3倍率,智商检测cogtest.org",
  "declaredGroupRatio": "0.25",
  "eligibility": {
    "declaredGroup": "codex_vip",
    "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"
  }
}
Data used to check whether it is out of date
{
  "cacheFreshUntil": "2026-10-17T09:10:24.658000Z",
  "firstObservedAt": "2026-10-10T09:10:25.462Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-10T09:10:25.462Z",
  "snapshotId": "777666eda8570654ea423bd4ec8bca74e6814e3c73971187e415440362ccbea8",
  "sourceId": "mzhcloud.com",
  "transactionId": "4fa1251d59abff218025e641a15081360f7806cd2667f1b9166be7a66982a7dc"
}
Full raw record for this price
{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "5a3eabced523fa66d2a603f100e9cdd052f8b9db008389800bf8e06ee1451394",
  "cacheReadPrice": "12500",
  "cacheWritePrice": "156250",
  "captureParserVersion": "grandet.new-api-public-pricing/1.7.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "CONDITIONAL_TOKEN_FORMULA",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "openai",
      "openai-response",
      "openai-response-compact",
      "anthropic",
      "gemini",
      "openai-alpha-search"
    ],
    "declaredGroupDescription": "GPT推荐分组,尽力保证不降智,最高0.3倍率,智商检测cogtest.org",
    "declaredGroupRatio": "0.25",
    "eligibility": {
      "declaredGroup": "codex_vip",
      "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": "codex_vip",
  "formulaAssurance": "DECLARED_NEW_API_FORMULA_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-17T09:10:24.658000Z",
  "groupOfferingFlags": [],
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": "125000",
  "modelName": "gpt-5.6-luna",
  "multimodalPricing": {
    "accountEligibility": "UNVERIFIED",
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "completeRequestCostEstablished": false,
    "components": [
      {
        "baseQuotaPointsPerToken": "0.5",
        "effectiveQuotaPointsPerMillionTokens": "125000",
        "effectiveQuotaPointsPerToken": "0.125",
        "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": "3",
        "effectiveQuotaPointsPerMillionTokens": "750000",
        "effectiveQuotaPointsPerToken": "0.75",
        "factors": [
          {
            "field": "completion_ratio",
            "value": "6"
          }
        ],
        "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": "0.5",
        "effectiveQuotaPointsPerMillionTokens": "125000",
        "effectiveQuotaPointsPerToken": "0.125",
        "factors": [
          {
            "field": "image_ratio",
            "value": "1"
          }
        ],
        "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": "37db9262f2a347c4e094aa10a6f558fddf35e210ceda66a65c39f303847027f8",
    "declaredGroupRatioInput": {
      "type": "DECIMAL",
      "value": "0.25"
    },
    "declaredSourceFields": {
      "completion_ratio": {
        "type": "INTEGER",
        "value": "6"
      },
      "image_ratio": {
        "type": "INTEGER",
        "value": "1"
      },
      "model_name": {
        "type": "STRING",
        "value": "gpt-5.6-luna"
      },
      "model_ratio": {
        "type": "DECIMAL",
        "value": "0.5"
      },
      "quota_type": {
        "type": "INTEGER",
        "value": "0"
      }
    },
    "declaredSourceFieldsSha256": "744298b63a0b2c95645bd23b13dfcfe6f1926efbb94daf308f21472b034ddcd3",
    "deployedUsageProfile": "UNVERIFIED",
    "evidenceRefs": [
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        "url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/service/quota.go"
      },
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      },
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    ],
    "groupRatio": "0.25",
    "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-5.6-luna",
    "modelRatio": "0.5",
    "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": "2026-10-10T09:10:25.462Z",
  "offerKey": "dcda61442d3874d680ad213887cadc843c3fc803c054cbac68ef4e2aac089022",
  "outputPrice": "750000",
  "parseRevisionId": null,
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.7.0",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:codex_vip",
  "pricePairSourceRowId": "edfdc0bbc094d567137d430ca6be2a6c2e35c39ba684c22294e20e93d33f300f",
  "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"
    }
  ],
  "pricingResolution": "SCALAR_PRICE",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "372043e8e36e836d70916f3e7585b43e103cae1d747f1b30bb51fe5eb98d1c0d",
  "quoteOrdinal": 14,
  "semanticFlags": [],
  "snapshotId": "777666eda8570654ea423bd4ec8bca74e6814e3c73971187e415440362ccbea8",
  "sourceDomain": "mzhcloud.com",
  "sourceId": "mzhcloud.com",
  "sourceRowId": "edfdc0bbc094d567137d430ca6be2a6c2e35c39ba684c22294e20e93d33f300f",
  "transactionId": "4fa1251d59abff218025e641a15081360f7806cd2667f1b9166be7a66982a7dc",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

GPT-稳定不降智· Public API

gpt-5.6-luna

Site credits / million tokens · Collected:

Input
300000
Output
1800000
Request
Not stated
Cache read
30000
Cache write
375000
All prices, conditions and raw data

gpt-5.6-luna

mzhcloud.com · Price published through the provider’s API

Plan / group: declared-group:GPT-稳定不降智 · GPT-稳定不降智

Recently collected price · not real-time

Collected: · API data cached until: · Treated as current until (not including):

This is the price the provider publishes. Whether you can buy at this price, whose model is really behind it and how good the service is are not verified.

Pricing unit: Site credits / million tokens

Fixed prices (input, output and other prices come from the same record)

Input
300000
Output
1800000
Per request
Not stated or not read
Cache read
30000
Cache write
375000
Image, audio and other prices (total cost per request not verified)
{
  "accountEligibility": "UNVERIFIED",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
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  "components": [
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All conditions the provider states
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Data used to check whether it is out of date
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Full raw record for this price
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Download full data

gpt-5.6-luna

How this name was classified
{
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      "evidence": {
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        "evidenceIds": [
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        "evidenceUrl": "https://developers.openai.com/api/docs/models/gpt-5.6-luna",
        "qualifiers": [],
        "qualityVerification": "NOT_MEASURED",
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        "upstreamVerification": "NOT_TESTED",
        "validity": {
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          "checkedAt": "2026-10-02",
          "configurationSupport": "NOT_VERIFIED",
          "historicalBackendConfirmed": false
        }
      }
    }
  ],
  "name": "gpt-5.6-luna",
  "officialId": null
}