ChatGPT-pro组· Public API
Complete conditional rule · expand for every branch and condition
All prices, conditions and source evidence
gpt-6-astra
api.taffcloud.xyz · Public API declaration
Plan / group: declared-group:ChatGPT-pro组 · ChatGPT-pro组
Within observation window · not a live quote
Observed as of: · Original cache limit: · Effective limit (exclusive):
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": "50",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "12.5",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_WRITE_5M_OR_GENERIC",
"usageVariable": "cc"
},
{
"coefficient": "1",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_READ",
"usageVariable": "cr"
},
{
"coefficient": "10",
"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": "standard",
"unit": "DECLARED_USD_PER_MILLION_TOKENS"
},
{
"components": [
{
"coefficient": "75",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "25",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_WRITE_5M_OR_GENERIC",
"usageVariable": "cc"
},
{
"coefficient": "2",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_READ",
"usageVariable": "cr"
},
{
"coefficient": "20",
"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": "long_context",
"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": "long_context"
},
{
"left": {
"left": {
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "20"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "75"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cr",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "2"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cc",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "25"
},
"type": "binary"
},
"type": "binary"
}
],
"function": "tier",
"type": "call"
},
"whenTrue": {
"arguments": [
{
"type": "string",
"value": "standard"
},
{
"left": {
"left": {
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "10"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "50"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cr",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "1"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cc",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "12.5"
},
"type": "binary"
},
"type": "binary"
}
],
"function": "tier",
"type": "call"
}
},
"dependencies": {
"requestContext": [],
"taskUsageSchema": null,
"usageVariables": [
"c",
"cc",
"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": "0.15",
"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": "1e971590dfc62b49c3c5dc70f6a6ed557c686df43f479e562b0ad873c9cebbf9",
"schema": "grandet.public-pricing-rule/v1",
"sourceExpressionSha256": "6ce6e3fe2e4d16f8f7d48da09f051372546c4d612713f54cdabd075fd7bccf69",
"status": "SUPPORTED_PUBLIC_DECLARATION",
"units": [
"DECLARED_USD_PER_MILLION_TOKENS"
]
}Complete declared conditions
{
"balanceExpiry": {
"status": "UNKNOWN"
},
"bonusWallet": {
"status": "UNKNOWN"
},
"declaredEndpointTypes": [
"openai"
],
"declaredGroupDescription": "自建正价Pro号池，支持gpt-6-astra和6-sol，不允许破限（限时开放luna）",
"declaredGroupRatio": "0.15",
"eligibility": {
"declaredGroup": "ChatGPT-pro组",
"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": "2026-10-10T23:45:22.989000Z",
"firstObservedAt": "2026-10-03T23:45:24.199Z",
"maximumQuoteAgeDays": 7,
"observedAt": "2026-10-03T23:45:24.199Z",
"snapshotId": "2513b63f91fe3deb8ed9201fc0dc673a65c53902ce2c94c673af37c5f425cfb4",
"sourceId": "api.taffcloud.xyz",
"transactionId": "60cf2d114b62eb5e89cd24562e1970256a982d1f0a2c44aae1d53911a17bc236"
}Complete public declaration and source identity
{
"accountEligibility": "UNVERIFIED",
"analysisDoesNotRenewObservation": true,
"attemptId": "fbbacd2e0861c380a14da2a019d329c3b572047bb7b88b9ebf6083ebe481752c",
"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": "自建正价Pro号池，支持gpt-6-astra和6-sol，不允许破限（限时开放luna）",
"declaredGroupRatio": "0.15",
"eligibility": {
"declaredGroup": "ChatGPT-pro组",
"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": "ChatGPT-pro组",
"formulaAssurance": "DECLARED_BILLING_EXPRESSION_IMPLEMENTATION_UNVERIFIED",
"formulaProjectionBlockers": [],
"freshUntil": "2026-10-10T23:45:22.989000Z",
"humanExtractionReview": "NOT_PERFORMED",
"inputPrice": null,
"modelName": "gpt-6-astra",
"multimodalPricing": null,
"observedAt": "2026-10-03T23:45:24.199Z",
"outputPrice": null,
"parseRevisionId": "8582c8d998eb586440680334406feb38c4d167c0d5f8a8e8b6f64ff63e68ccef",
"parsedPricingDeclarations": null,
"parserFamily": "NEW_API_PUBLIC_PRICING",
"parserVersion": "grandet.new-api-public-pricing/1.5.1",
"partialPriceComponents": null,
"perRequestPrice": null,
"planId": "declared-group:ChatGPT-pro组",
"pricePairSourceRowId": "fec5b36071d00988b07f80b219f8b03ecbac70e7d6ac777236524105af79b300",
"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": "50",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "12.5",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_WRITE_5M_OR_GENERIC",
"usageVariable": "cc"
},
{
"coefficient": "1",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_READ",
"usageVariable": "cr"
},
{
"coefficient": "10",
"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": "standard",
"unit": "DECLARED_USD_PER_MILLION_TOKENS"
},
{
"components": [
{
"coefficient": "75",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "OUTPUT_BASE",
"usageVariable": "c"
},
{
"coefficient": "25",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_WRITE_5M_OR_GENERIC",
"usageVariable": "cc"
},
{
"coefficient": "2",
"unit": "DECLARED_USD_PER_MILLION_TOKENS",
"usageKind": "CACHE_READ",
"usageVariable": "cr"
},
{
"coefficient": "20",
"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": "long_context",
"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": "long_context"
},
{
"left": {
"left": {
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "20"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "75"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cr",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "2"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cc",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "25"
},
"type": "binary"
},
"type": "binary"
}
],
"function": "tier",
"type": "call"
},
"whenTrue": {
"arguments": [
{
"type": "string",
"value": "standard"
},
{
"left": {
"left": {
"left": {
"left": {
"name": "p",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "10"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "c",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "50"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cr",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "1"
},
"type": "binary"
},
"type": "binary"
},
"operator": "+",
"right": {
"left": {
"name": "cc",
"type": "variable"
},
"operator": "*",
"right": {
"type": "number",
"value": "12.5"
},
"type": "binary"
},
"type": "binary"
}
],
"function": "tier",
"type": "call"
}
},
"dependencies": {
"requestContext": [],
"taskUsageSchema": null,
"usageVariables": [
"c",
"cc",
"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": "0.15",
"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": "1e971590dfc62b49c3c5dc70f6a6ed557c686df43f479e562b0ad873c9cebbf9",
"schema": "grandet.public-pricing-rule/v1",
"sourceExpressionSha256": "6ce6e3fe2e4d16f8f7d48da09f051372546c4d612713f54cdabd075fd7bccf69",
"status": "SUPPORTED_PUBLIC_DECLARATION",
"units": [
"DECLARED_USD_PER_MILLION_TOKENS"
]
},
"publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
"quoteId": "91df6bac5bdce232e001409d2ebb90be9fe7353262cc6263e87ee3b37e71997f",
"quoteOrdinal": 40,
"snapshotId": "2513b63f91fe3deb8ed9201fc0dc673a65c53902ce2c94c673af37c5f425cfb4",
"sourceDomain": "api.taffcloud.xyz",
"sourceId": "api.taffcloud.xyz",
"sourceRowId": "fec5b36071d00988b07f80b219f8b03ecbac70e7d6ac777236524105af79b300",
"transactionId": "60cf2d114b62eb5e89cd24562e1970256a982d1f0a2c44aae1d53911a17bc236",
"unit": "STRUCTURED_DECLARED_PRICING_RULE"
}