gpt-5.4

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

488 sources · 1,248 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.

1,248 declarations in scope: 1,224 within observation window, 24 freshness unassessed, 0 historical / verification records.

Freshness evaluated as of: 2026-10-07T08:12:34.306Z · Rendering does not extend the original observation window.

Captured name archive

Back to all sources

1 sources and 2 declarations match · 2 rows on this page

api.ccmin.ai

2 declarations · 2 on this page

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

GPT-AZURE逆向· Public API

gpt-5.4

Individual units in the complete rule · Observed: 2026-10-03 UTC

Complete conditional rule · expand for every branch and condition

All prices, conditions and source evidence

api.ccmin.ai · Public API declaration

Plan / group: declared-group:GPT-AZURE逆向 · GPT-AZURE逆向

Within observation window · not a live quote

Observed as of: 2026-10-03T23:41:39.152Z · Original cache limit: 2026-10-10T23:41:37.947000Z · Effective limit (exclusive): 2026-10-10T23:41:37.947000Z

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

Original pricing unit: See individual units in the complete rule · STRUCTURED_DECLARED_PRICING_RULE

Complete pricing rule; no single minimum represents this declaration. · STRUCTURED_RULE

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

Complete pricing rule · all branches, units and conditions

{
  "branches": [
    {
      "components": [
        {
          "coefficient": "15",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "OUTPUT_BASE",
          "usageVariable": "c"
        },
        {
          "coefficient": "0.25",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "CACHE_READ",
          "usageVariable": "cr"
        },
        {
          "coefficient": "2.5",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "INPUT_BASE",
          "usageVariable": "p"
        }
      ],
      "pathConditions": [
        {
          "conditionAST": {
            "left": {
              "name": "len",
              "type": "variable"
            },
            "operator": "<=",
            "right": {
              "type": "number",
              "value": "272000"
            },
            "type": "binary"
          },
          "matches": true
        }
      ],
      "perRequestPrice": null,
      "tierName": "0_272k",
      "unit": "DECLARED_USD_PER_MILLION_TOKENS"
    },
    {
      "components": [
        {
          "coefficient": "22.5",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "OUTPUT_BASE",
          "usageVariable": "c"
        },
        {
          "coefficient": "0.5",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "CACHE_READ",
          "usageVariable": "cr"
        },
        {
          "coefficient": "5",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "INPUT_BASE",
          "usageVariable": "p"
        }
      ],
      "pathConditions": [
        {
          "conditionAST": {
            "left": {
              "name": "len",
              "type": "variable"
            },
            "operator": "<=",
            "right": {
              "type": "number",
              "value": "272000"
            },
            "type": "binary"
          },
          "matches": false
        }
      ],
      "perRequestPrice": null,
      "tierName": "272k_plus",
      "unit": "DECLARED_USD_PER_MILLION_TOKENS"
    }
  ],
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "conditionAST": {
    "condition": {
      "left": {
        "name": "len",
        "type": "variable"
      },
      "operator": "<=",
      "right": {
        "type": "number",
        "value": "272000"
      },
      "type": "binary"
    },
    "type": "conditional",
    "whenFalse": {
      "arguments": [
        {
          "type": "string",
          "value": "272k_plus"
        },
        {
          "left": {
            "left": {
              "left": {
                "name": "p",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "5"
              },
              "type": "binary"
            },
            "operator": "+",
            "right": {
              "left": {
                "name": "c",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "22.5"
              },
              "type": "binary"
            },
            "type": "binary"
          },
          "operator": "+",
          "right": {
            "left": {
              "name": "cr",
              "type": "variable"
            },
            "operator": "*",
            "right": {
              "type": "number",
              "value": "0.5"
            },
            "type": "binary"
          },
          "type": "binary"
        }
      ],
      "function": "tier",
      "type": "call"
    },
    "whenTrue": {
      "arguments": [
        {
          "type": "string",
          "value": "0_272k"
        },
        {
          "left": {
            "left": {
              "left": {
                "name": "p",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "2.5"
              },
              "type": "binary"
            },
            "operator": "+",
            "right": {
              "left": {
                "name": "c",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "15"
              },
              "type": "binary"
            },
            "type": "binary"
          },
          "operator": "+",
          "right": {
            "left": {
              "name": "cr",
              "type": "variable"
            },
            "operator": "*",
            "right": {
              "type": "number",
              "value": "0.25"
            },
            "type": "binary"
          },
          "type": "binary"
        }
      ],
      "function": "tier",
      "type": "call"
    }
  },
  "dependencies": {
    "requestContext": [],
    "taskUsageSchema": null,
    "usageVariables": [
      "c",
      "cr",
      "len",
      "p"
    ]
  },
  "evidenceRefs": [
    "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/expr.md",
    "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/settle.go",
    "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/run.go",
    "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/fixed.go"
  ],
  "expressionVersion": "v1",
  "groupRatio": "0.7",
  "groupRatioApplied": false,
  "humanExtractionReview": "NOT_PERFORMED",
  "kind": "CONDITIONAL_EXPRESSION",
  "limitations": [
    "DECLARED_USD_COEFFICIENTS_NOT_RECHARGE_CASH_PROOF",
    "PROVIDER_DEPLOYMENT_SEMANTICS_UNVERIFIED",
    "TOKEN_USAGE_NORMALIZATION_REQUIRES_UPSTREAM_USAGE_SHAPE",
    "GROUP_RATIO_NOT_APPLIED",
    "TOOL_SURCHARGES_AND_EXTERNAL_REQUEST_MULTIPLIERS_NOT_ESTABLISHED",
    "OTHER_PRICING_FIELDS_REQUIRE_SEPARATE_REVIEW"
  ],
  "normalization": {
    "contextLength": "len is full input context, before subclass exclusion",
    "inputBase": "p excludes separately referenced input subclasses; omitted subclasses follow its base rate",
    "outputBase": "c excludes separately referenced output subclasses; omitted subclasses follow its base rate",
    "profile": "NEW_API_BILLINGEXPR_V1",
    "referencedVariablesAreExpressionWide": true,
    "upstreamUsageConvention": "Normalization depends on OpenAI or Claude usage shape; img_cr requires valid modality details"
  },
  "parserVersion": "grandet.new-api-expression-projection/1.1.0",
  "ruleContentSha256": "ce2e8afafd73f5426b5b8f906979ce594af5d3299607e00850a011b04e3b6ec4",
  "schema": "grandet.public-pricing-rule/v1",
  "sourceExpressionSha256": "28f1df56970273f1d8b050e2ca906ce30df7a0fc1589b7f4d37018cf10a8fc28",
  "status": "SUPPORTED_PUBLIC_DECLARATION",
  "units": [
    "DECLARED_USD_PER_MILLION_TOKENS"
  ]
}

Complete declared conditions

{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "openai"
  ],
  "declaredGroupDescription": "GPT|AZURE逆向",
  "declaredGroupRatio": "0.7",
  "eligibility": {
    "declaredGroup": "GPT-AZURE逆向",
    "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": "2026-10-10T23:41:37.947000Z",
  "firstObservedAt": "2026-10-03T23:41:39.152Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:41:39.152Z",
  "snapshotId": "d9764336233b14f6e6bc77f145423f52a42e2aa473e95ee5dd187c5b8e80673c",
  "sourceId": "api.ccmin.ai",
  "transactionId": "024603a02868d44e10aec98e4490b57e5c7849625085941bf9b0dd1c1f5a9425"
}

Complete public declaration and source identity

{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "b5dffae32b7f93c0b1c7bcc428ecb7a8c8e92ea1d9777b881696fcf409bb9871",
  "cacheReadPrice": null,
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "STRUCTURED_PRICING_RULE",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "openai"
    ],
    "declaredGroupDescription": "GPT|AZURE逆向",
    "declaredGroupRatio": "0.7",
    "eligibility": {
      "declaredGroup": "GPT-AZURE逆向",
      "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": "GPT-AZURE逆向",
  "formulaAssurance": "DECLARED_BILLING_EXPRESSION_IMPLEMENTATION_UNVERIFIED",
  "formulaProjectionBlockers": [],
  "freshUntil": "2026-10-10T23:41:37.947000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": null,
  "modelName": "gpt-5.4",
  "multimodalPricing": null,
  "observedAt": "2026-10-03T23:41:39.152Z",
  "outputPrice": null,
  "parseRevisionId": "e434266225d64c96c42d54464f1e731d3cfc15eb52b38f54fa7b385c2fa4cb4a",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": null,
  "perRequestPrice": null,
  "planId": "declared-group:GPT-AZURE逆向",
  "pricePairSourceRowId": "b3e523c93f312f117c4f3d4879c3c80e52609b3f0de58a1e593084e93ac10d1f",
  "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": "STRUCTURED_RULE",
  "pricingRule": {
    "branches": [
      {
        "components": [
          {
            "coefficient": "15",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "OUTPUT_BASE",
            "usageVariable": "c"
          },
          {
            "coefficient": "0.25",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "CACHE_READ",
            "usageVariable": "cr"
          },
          {
            "coefficient": "2.5",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "INPUT_BASE",
            "usageVariable": "p"
          }
        ],
        "pathConditions": [
          {
            "conditionAST": {
              "left": {
                "name": "len",
                "type": "variable"
              },
              "operator": "<=",
              "right": {
                "type": "number",
                "value": "272000"
              },
              "type": "binary"
            },
            "matches": true
          }
        ],
        "perRequestPrice": null,
        "tierName": "0_272k",
        "unit": "DECLARED_USD_PER_MILLION_TOKENS"
      },
      {
        "components": [
          {
            "coefficient": "22.5",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "OUTPUT_BASE",
            "usageVariable": "c"
          },
          {
            "coefficient": "0.5",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "CACHE_READ",
            "usageVariable": "cr"
          },
          {
            "coefficient": "5",
            "unit": "DECLARED_USD_PER_MILLION_TOKENS",
            "usageKind": "INPUT_BASE",
            "usageVariable": "p"
          }
        ],
        "pathConditions": [
          {
            "conditionAST": {
              "left": {
                "name": "len",
                "type": "variable"
              },
              "operator": "<=",
              "right": {
                "type": "number",
                "value": "272000"
              },
              "type": "binary"
            },
            "matches": false
          }
        ],
        "perRequestPrice": null,
        "tierName": "272k_plus",
        "unit": "DECLARED_USD_PER_MILLION_TOKENS"
      }
    ],
    "cashQualification": "NOT_EVALUATED",
    "cashQualified": false,
    "conditionAST": {
      "condition": {
        "left": {
          "name": "len",
          "type": "variable"
        },
        "operator": "<=",
        "right": {
          "type": "number",
          "value": "272000"
        },
        "type": "binary"
      },
      "type": "conditional",
      "whenFalse": {
        "arguments": [
          {
            "type": "string",
            "value": "272k_plus"
          },
          {
            "left": {
              "left": {
                "left": {
                  "name": "p",
                  "type": "variable"
                },
                "operator": "*",
                "right": {
                  "type": "number",
                  "value": "5"
                },
                "type": "binary"
              },
              "operator": "+",
              "right": {
                "left": {
                  "name": "c",
                  "type": "variable"
                },
                "operator": "*",
                "right": {
                  "type": "number",
                  "value": "22.5"
                },
                "type": "binary"
              },
              "type": "binary"
            },
            "operator": "+",
            "right": {
              "left": {
                "name": "cr",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "0.5"
              },
              "type": "binary"
            },
            "type": "binary"
          }
        ],
        "function": "tier",
        "type": "call"
      },
      "whenTrue": {
        "arguments": [
          {
            "type": "string",
            "value": "0_272k"
          },
          {
            "left": {
              "left": {
                "left": {
                  "name": "p",
                  "type": "variable"
                },
                "operator": "*",
                "right": {
                  "type": "number",
                  "value": "2.5"
                },
                "type": "binary"
              },
              "operator": "+",
              "right": {
                "left": {
                  "name": "c",
                  "type": "variable"
                },
                "operator": "*",
                "right": {
                  "type": "number",
                  "value": "15"
                },
                "type": "binary"
              },
              "type": "binary"
            },
            "operator": "+",
            "right": {
              "left": {
                "name": "cr",
                "type": "variable"
              },
              "operator": "*",
              "right": {
                "type": "number",
                "value": "0.25"
              },
              "type": "binary"
            },
            "type": "binary"
          }
        ],
        "function": "tier",
        "type": "call"
      }
    },
    "dependencies": {
      "requestContext": [],
      "taskUsageSchema": null,
      "usageVariables": [
        "c",
        "cr",
        "len",
        "p"
      ]
    },
    "evidenceRefs": [
      "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/expr.md",
      "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/settle.go",
      "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/run.go",
      "https://github.com/QuantumNous/new-api/blob/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/pkg/billingexpr/fixed.go"
    ],
    "expressionVersion": "v1",
    "groupRatio": "0.7",
    "groupRatioApplied": false,
    "humanExtractionReview": "NOT_PERFORMED",
    "kind": "CONDITIONAL_EXPRESSION",
    "limitations": [
      "DECLARED_USD_COEFFICIENTS_NOT_RECHARGE_CASH_PROOF",
      "PROVIDER_DEPLOYMENT_SEMANTICS_UNVERIFIED",
      "TOKEN_USAGE_NORMALIZATION_REQUIRES_UPSTREAM_USAGE_SHAPE",
      "GROUP_RATIO_NOT_APPLIED",
      "TOOL_SURCHARGES_AND_EXTERNAL_REQUEST_MULTIPLIERS_NOT_ESTABLISHED",
      "OTHER_PRICING_FIELDS_REQUIRE_SEPARATE_REVIEW"
    ],
    "normalization": {
      "contextLength": "len is full input context, before subclass exclusion",
      "inputBase": "p excludes separately referenced input subclasses; omitted subclasses follow its base rate",
      "outputBase": "c excludes separately referenced output subclasses; omitted subclasses follow its base rate",
      "profile": "NEW_API_BILLINGEXPR_V1",
      "referencedVariablesAreExpressionWide": true,
      "upstreamUsageConvention": "Normalization depends on OpenAI or Claude usage shape; img_cr requires valid modality details"
    },
    "parserVersion": "grandet.new-api-expression-projection/1.1.0",
    "ruleContentSha256": "ce2e8afafd73f5426b5b8f906979ce594af5d3299607e00850a011b04e3b6ec4",
    "schema": "grandet.public-pricing-rule/v1",
    "sourceExpressionSha256": "28f1df56970273f1d8b050e2ca906ce30df7a0fc1589b7f4d37018cf10a8fc28",
    "status": "SUPPORTED_PUBLIC_DECLARATION",
    "units": [
      "DECLARED_USD_PER_MILLION_TOKENS"
    ]
  },
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "e50197720fbe881c6df1a447e23f19c1c22cda457589bfa8bcc46bf6338419aa",
  "quoteOrdinal": 116,
  "snapshotId": "d9764336233b14f6e6bc77f145423f52a42e2aa473e95ee5dd187c5b8e80673c",
  "sourceDomain": "api.ccmin.ai",
  "sourceId": "api.ccmin.ai",
  "sourceRowId": "b3e523c93f312f117c4f3d4879c3c80e52609b3f0de58a1e593084e93ac10d1f",
  "transactionId": "024603a02868d44e10aec98e4490b57e5c7849625085941bf9b0dd1c1f5a9425",
  "unit": "STRUCTURED_DECLARED_PRICING_RULE"
}

GPT-AZURE· Public API

gpt-5.4

Individual units in the complete rule · Observed: 2026-10-03 UTC

Complete conditional rule · expand for every branch and condition

All prices, conditions and source evidence

gpt-5.4

api.ccmin.ai · Public API declaration

Plan / group: declared-group:GPT-AZURE · GPT-AZURE

Within observation window · not a live quote

Observed as of: 2026-10-03T23:41:39.152Z · Original cache limit: 2026-10-10T23:41:37.947000Z · Effective limit (exclusive): 2026-10-10T23:41:37.947000Z

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

Original pricing unit: See individual units in the complete rule · STRUCTURED_DECLARED_PRICING_RULE

Complete pricing rule; no single minimum represents this declaration. · STRUCTURED_RULE

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

Complete pricing rule · all branches, units and conditions

{
  "branches": [
    {
      "components": [
        {
          "coefficient": "15",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "OUTPUT_BASE",
          "usageVariable": "c"
        },
        {
          "coefficient": "0.25",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "CACHE_READ",
          "usageVariable": "cr"
        },
        {
          "coefficient": "2.5",
          "unit": "DECLARED_USD_PER_MILLION_TOKENS",
          "usageKind": "INPUT_BASE",
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Complete declared conditions

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Bound source freshness context

{
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Complete public declaration and source identity

{
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Complete public data downloads

gpt-5.4

Name attribution evidence

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