OpenAIVIP· Public API
Price not read yet · total cost not confirmed
No price can be shown directly. Expand below to see the raw data.
All prices, conditions and raw data
gpt-5.4-pro-2026-03-05
openai-labs.com · Price published through the provider’s API
Plan / group: declared-group:OpenAIVIP · OpenAIVIP
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: Units for each item are in the full pricing rule
The full price has not been read yet. The parts we read are below; the total cost is not confirmed.
Extra conditions we found
Full terms and original data
{
"branches": [
{
"completionRatio": "6",
"fixedPrice": "0",
"fixedPriceInterpretation": "RETAINED_SOURCE_DECLARATION_NOT_COMBINED_WITH_TOKEN_RATES",
"inputRatio": "15",
"sourceConditionOrdinal": 0,
"tokenBounds": {
"integerRequired": true,
"maximum": "272000",
"maximumInclusive": true,
"minimum": "0",
"minimumInclusive": true,
"quantity": "UNESTABLISHED_SOURCE_TOKEN_QUANTITY"
}
},
{
"completionRatio": "4.5",
"fixedPrice": "0",
"fixedPriceInterpretation": "RETAINED_SOURCE_DECLARATION_NOT_COMBINED_WITH_TOKEN_RATES",
"inputRatio": "30",
"sourceConditionOrdinal": 1,
"tokenBounds": {
"integerRequired": true,
"maximum": null,
"maximumInclusive": false,
"minimum": "272001",
"minimumInclusive": true,
"quantity": "UNESTABLISHED_SOURCE_TOKEN_QUANTITY"
}
}
],
"calculationSupported": false,
"cashQualification": "NOT_EVALUATED",
"cashQualified": false,
"competingExpressionSha256": "7306b6ef372e636a81cc19fc95f530dc83b96e03aeeca766b38cb9e0933c1780",
"declarationComplete": true,
"declaredCurrency": "USD",
"groupRatio": "1.2",
"groupRatioApplied": false,
"humanExtractionReview": "NOT_PERFORMED",
"kind": "MODEL_CONDITIONAL_PRICING",
"limitations": [
"SOURCE_DISPLAY_SEMANTICS_NOT_BACKEND_SETTLEMENT_PROOF",
"NO_DEFAULT_CURRENCY_OR_FX_APPLIED",
"NO_TOKEN_BASIS_INFERRED_FROM_MODEL_NAME",
"SOURCE_CONDITION_ORDINALS_PRESERVED"
],
"missingSemantics": [
"CONDITIONAL_ACTIVE_MAP_EXPRESSION_PRECEDENCE_UNESTABLISHED",
"CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED",
"CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED"
],
"parserVersion": "grandet.source-conditional-declaration/1.5.0",
"ruleContentSha256": "a821e1bbe71857496a007481489e3b87197ba0972eaf08e04767bbc647f80ff8",
"schema": "grandet.public-conditional-declaration/v1",
"selection": {
"selectedPattern": "gpt-5.4-pro-2026-03-05",
"selection": "EXACT"
},
"sourceConfig": {
"Conditions": [
{
"CompletionRatio": "6",
"FixedPrice": "0",
"InputRatio": "15",
"MaxTokens": "272000",
"MinTokens": "0"
},
{
"CompletionRatio": "4.5",
"FixedPrice": "0",
"InputRatio": "30",
"MaxTokens": "-1",
"MinTokens": "272001"
}
],
"Currency": "USD"
},
"sourceConfigSha256": "829f1ab76f9e9de1c0379a3015d546dc0de13b8117c3ff5cf15d643fc1332412",
"status": "PARSED_DECLARATION_CALCULATION_UNRESOLVED",
"tierOrder": "CLIENT_SORT_BY_MIN_TOKENS_STABLE",
"tierSelection": "NOT_EVALUATED",
"units": [
"SOURCE_DECLARED_CONDITIONAL_RATIOS_AND_FIXED_VALUE"
]
}- Input
- Not stated or not read
- Output
- Not stated or not read
- Per request
- Not stated or not read
- Cache read
- Not stated or not read
- Cache write
- Not stated or not read
Partial prices we found
These ratios or prices were read from the provider’s page. They are only part of the price; the plan’s total cost is not verified.
- model_ratio
- 15 · SOURCE_BASE_MODEL_RATIO
- completion_ratio
- 6 · SOURCE_COMPLETION_RATIO
Full raw data for this part
{
"baseFormulaArithmetic": {
"formula": "model_ratio * declared_group_ratio * 1000000; output/cache additionally multiply their declared ratios",
"meaning": "UNMODIFIED_BASE_ARITHMETIC_ONLY_NOT_THE_FINAL_TARIFF",
"overridesApplied": false,
"unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
"values": {
"cacheRead": null,
"cacheWrite": null,
"input": "18000000.0",
"output": "108000000.0"
}
},
"cashQualification": "NOT_EVALUATED",
"components": [
{
"role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
"sourceField": "model_ratio",
"status": "EXACT_NUMERIC_DECLARATION",
"unit": "SOURCE_BASE_MODEL_RATIO",
"usageKind": "TEXT_INPUT",
"value": "15"
},
{
"role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
"sourceField": "completion_ratio",
"status": "EXACT_NUMERIC_DECLARATION",
"unit": "SOURCE_COMPLETION_RATIO",
"usageKind": "TEXT_OUTPUT",
"value": "6"
}
],
"contentSha256": "bd50da00e785f2699f8e648c6170965d3f9baa9f581909b621b3b9118cc4be8e",
"currencyInferred": false,
"declaredGroupRatio": "1.2",
"effectiveQuote": false,
"eligibleForPriceRanking": false,
"quoteId": "cb957e1773634f0b11e994dbcfa1c4f67efd491a002da57bd597fb6a1d21cf8f",
"rawDeclaredFieldsSha256": "3e46782bf8eeb2e271bbeb176a76530b1cde98e77a0281750f68a538eaf2af58",
"schema": "grandet.partial-price-components/v1",
"sourceRowId": "aac30e4bca5728b244e0a5c8f3e9d343fa57d5206db7e240fd1b56ce69cb9a95",
"status": "PARTIAL_EXTRACTION_FINAL_TARIFF_UNRESOLVED",
"unresolvedTariffReasons": [
"CONDITIONAL_ACTIVE_MAP_EXPRESSION_PRECEDENCE_UNESTABLISHED",
"CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED",
"CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED"
]
}Why the price has not been read
[ "CONDITIONAL_ACTIVE_MAP_EXPRESSION_PRECEDENCE_UNESTABLISHED", "CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED", "CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED" ]
Full pricing rule (every case, unit and condition)
{
"branches": [
{
"components": [
{
"coefficient": "180",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "30",
"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": "≤ 272K",
"unit": "DECLARED_USD_PER_MILLION_TOKENS"
},
{
"components": [
{
"coefficient": "270",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "60",
"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",
"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"
},
{
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "60"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "270"
},
"type": "binary"
},
"type": "binary"
}
],
"function": "tier",
"type": "call"
},
"whenTrue": {
"arguments": [
{
"type": "string",
"value": "≤ 272K"
},
{
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "30"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "180"
},
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},
"type": "binary"
}
],
"function": "tier",
"type": "call"
}
},
"dependencies": {
"requestContext": [],
"taskUsageSchema": null,
"usageVariables": [
"c",
"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": "1.2",
"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": "a308c8dca84523dfe5f6f0f906713fa84b8273874cd1a5577fa87f81abd40067",
"schema": "grandet.public-pricing-rule/v1",
"sourceExpressionSha256": "7306b6ef372e636a81cc19fc95f530dc83b96e03aeeca766b38cb9e0933c1780",
"status": "SUPPORTED_PUBLIC_DECLARATION",
"units": [
"DECLARED_USD_PER_MILLION_TOKENS"
]
}All conditions the provider states
{
"balanceExpiry": {
"status": "UNKNOWN"
},
"bonusWallet": {
"status": "UNKNOWN"
},
"declaredEndpointTypes": [
"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"
}
}Data used to check whether it is out of date
{
"cacheFreshUntil": "2026-10-17T07:28:41.427000Z",
"firstObservedAt": "2026-10-10T07:28:43.896Z",
"maximumQuoteAgeDays": 7,
"observedAt": "2026-10-10T07:28:43.896Z",
"snapshotId": "857e10165316a5f8310cc3d16fe9b45c92c847a5b2e92684c7fca4da6fb385b9",
"sourceId": "openai-labs.com",
"transactionId": "0780b208fdc073e94b3fd16c18b0b48d8634ad0b4b717480774b0650b4926927"
}Full raw record for this price
{
"accountEligibility": "UNVERIFIED",
"analysisDoesNotRenewObservation": true,
"attemptId": "4a5b8656e5cf8a48fdfe0d8b446fa1a826bd8edfc2306208b48d90442d7ee325",
"cacheReadPrice": null,
"cacheWritePrice": null,
"captureParserVersion": "grandet.new-api-public-pricing/1.7.0",
"cashQualification": "NOT_EVALUATED",
"cashQualified": false,
"classification": "SPECIAL_OR_UNKNOWN_PRICING",
"conditions": {
"balanceExpiry": {
"status": "UNKNOWN"
},
"bonusWallet": {
"status": "UNKNOWN"
},
"declaredEndpointTypes": [
"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_BILLING_EXPRESSION_IMPLEMENTATION_UNVERIFIED",
"formulaProjectionBlockers": [
"CONDITIONAL_ACTIVE_MAP_EXPRESSION_PRECEDENCE_UNESTABLISHED",
"CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED",
"CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED"
],
"freshUntil": "2026-10-17T07:28:41.427000Z",
"groupOfferingFlags": [],
"humanExtractionReview": "NOT_PERFORMED",
"inputPrice": null,
"modelName": "gpt-5.4-pro-2026-03-05",
"multimodalPricing": null,
"observedAt": "2026-10-10T07:28:43.896Z",
"offerKey": "b67efa5cf572350e890510468caad37ba38baf75ae83992b00971a3a0d37b0ae",
"outputPrice": null,
"parseRevisionId": null,
"parsedPricingDeclarations": [
{
"branches": [
{
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"fixedPriceInterpretation": "RETAINED_SOURCE_DECLARATION_NOT_COMBINED_WITH_TOKEN_RATES",
"inputRatio": "15",
"sourceConditionOrdinal": 0,
"tokenBounds": {
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}
},
{
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"sourceConditionOrdinal": 1,
"tokenBounds": {
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"maximumInclusive": false,
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"minimumInclusive": true,
"quantity": "UNESTABLISHED_SOURCE_TOKEN_QUANTITY"
}
}
],
"calculationSupported": false,
"cashQualification": "NOT_EVALUATED",
"cashQualified": false,
"competingExpressionSha256": "7306b6ef372e636a81cc19fc95f530dc83b96e03aeeca766b38cb9e0933c1780",
"declarationComplete": true,
"declaredCurrency": "USD",
"groupRatio": "1.2",
"groupRatioApplied": false,
"humanExtractionReview": "NOT_PERFORMED",
"kind": "MODEL_CONDITIONAL_PRICING",
"limitations": [
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"NO_TOKEN_BASIS_INFERRED_FROM_MODEL_NAME",
"SOURCE_CONDITION_ORDINALS_PRESERVED"
],
"missingSemantics": [
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"CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED",
"CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED"
],
"parserVersion": "grandet.source-conditional-declaration/1.5.0",
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"selection": {
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"selection": "EXACT"
},
"sourceConfig": {
"Conditions": [
{
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"InputRatio": "15",
"MaxTokens": "272000",
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},
{
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}
],
"Currency": "USD"
},
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]
}
],
"parserFamily": "NEW_API_PUBLIC_PRICING",
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"partialPriceComponents": {
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"overridesApplied": false,
"unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS",
"values": {
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}
},
"cashQualification": "NOT_EVALUATED",
"components": [
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},
{
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}
],
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"status": "PARTIAL_EXTRACTION_FINAL_TARIFF_UNRESOLVED",
"unresolvedTariffReasons": [
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"CONDITIONAL_SETTLEMENT_UNITS_UNESTABLISHED",
"CONDITIONAL_TOKEN_QUANTITY_BASIS_UNESTABLISHED"
]
},
"perRequestPrice": null,
"planId": "declared-group:OpenAIVIP",
"pricePairSourceRowId": "aac30e4bca5728b244e0a5c8f3e9d343fa57d5206db7e240fd1b56ce69cb9a95",
"pricingAdapterEvidence": [
{
"kind": "PUBLIC_PRIMARY_VENDOR_SCHEMA",
"url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/model/pricing.go"
},
{
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"url": "https://raw.githubusercontent.com/QuantumNous/new-api/1a4166d8e8ba9802d2ca56fe8ecf0ed5404e80d5/controller/pricing.go"
},
{
"adapterId": "conditional-map",
"anonymousOverlayBasis": "REVIEWED_OBSERVATION_REUSED_NOT_REOBSERVED",
"anonymousOverlayReobserved": false,
"bindingId": "conditional-map/openai-labs.com",
"cashQualification": "NOT_EVALUATED",
"currentConditionalMapSha256": "33053df81e8667b967eb81266bc4d3f26e6169274aa361fbe1d2ceb6e8be25bc",
"evidenceFile": "adapter-conditional-map.json",
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"exactPinMatched": false,
"humanExtractionReview": "NOT_PERFORMED",
"kind": "ADAPTER_EVIDENCE_REAPPLIED_BY_SEMANTIC_KEY",
"observedClientAssetKeySha256": "100ba78b18013b0980088bc918c9f6cf5bf7e856a0f100a9db934814511f5ef5",
"renewsObservationTime": false,
"reobservedLegacyBodySha256": null,
"reviewedAt": "2026-10-04",
"reviewedObservation": {
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