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528 identifier groups match; choose one and submit to view prices.

52 sources · 108 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.

108 declarations in scope: 108 within observation window, 0 freshness unassessed, 0 historical / verification records.

Freshness evaluated as of: · 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-cf.apiyi.com

2 declarations · 2 on this page

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

default· Public API

gemini-3-flash-preview-thinking

Host quota points / million tokens · Observed:

Pricing unresolved · known amounts are not complete cost

No directly displayable scalar; the complete declaration is retained.

All prices, conditions and source evidence

gemini-3-flash-preview-thinking

api-cf.apiyi.com · Public API declaration

Plan / group: declared-group:default · default

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: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Pricing unresolved; known parts do not establish complete cost. · UNRESOLVED

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

Extracted numeric fields

These source ratios or price fields do not yet establish the complete plan cost.

model_ratio
0.22 · SOURCE_BASE_MODEL_RATIO
completion_ratio
6 · SOURCE_COMPLETION_RATIO
cache_ratio
0.1 · SOURCE_CACHE_READ_RATIO
image_ratio
1 · SOURCE_IMAGE_RATIO
audio_ratio
2 · SOURCE_AUDIO_RATIO
Complete partial extraction
{
  "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": "22000.000",
      "cacheWrite": null,
      "input": "220000.00",
      "output": "1320000.00"
    }
  },
  "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": "0.22"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "completion_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_COMPLETION_RATIO",
      "usageKind": "TEXT_OUTPUT",
      "value": "6"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "cache_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_CACHE_READ_RATIO",
      "usageKind": "CACHE_READ",
      "value": "0.1"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "image_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_IMAGE_RATIO",
      "usageKind": "IMAGE",
      "value": "1"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "audio_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_AUDIO_RATIO",
      "usageKind": "AUDIO_INPUT",
      "value": "2"
    }
  ],
  "contentSha256": "e1dfb694588ca44348ffc18b644ce9467fc1362dfb034e86ee738397cae012c8",
  "currencyInferred": false,
  "declaredGroupRatio": "1",
  "effectiveQuote": false,
  "eligibleForPriceRanking": false,
  "quoteId": "0444b7fc12c3ab9e3a93c46f34b155455162aa67cc746a2a576302c59a47095a",
  "rawDeclaredFieldsSha256": "696560e6f4cf2febb9957747ccab7b83189d73e27958792e8bf71d6d41f3a5c0",
  "schema": "grandet.partial-price-components/v1",
  "sourceRowId": "954c12b1da3afa1dca9b749736f3f4dd856df1c826829b69f9669ca5dea2ae81",
  "status": "PARTIAL_EXTRACTION_FINAL_TARIFF_UNRESOLVED",
  "unresolvedTariffReasons": [
    "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
    "NONSTANDARD_PRICING_FIELDS"
  ]
}

Unresolved reasons

[
  "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
  "NONSTANDARD_PRICING_FIELDS"
]
Complete declared conditions
{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "gemini",
    "openai"
  ],
  "declaredGroupDescription": "Default",
  "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": "2026-10-10T23:39:50.499000Z",
  "firstObservedAt": "2026-10-03T23:39:53.059Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:39:53.059Z",
  "snapshotId": "3cf6b687ee689f4cecea5819d706e8030ffab322847f9324634a9320f6cd1984",
  "sourceId": "api-cf.apiyi.com",
  "transactionId": "7e442e4b8160a9d3de4af804cd345d836644f2d056f276893a1495e7147706d1"
}
Complete public declaration and source identity
{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
  "attemptId": "e01d130cde3bb3f3da45bd0bb556f20da270708172c24eecb4820ff9d0cba511",
  "cacheReadPrice": null,
  "cacheWritePrice": null,
  "captureParserVersion": "grandet.new-api-public-pricing/1.4.0",
  "cashQualification": "NOT_EVALUATED",
  "cashQualified": false,
  "classification": "SPECIAL_OR_UNKNOWN_PRICING",
  "conditions": {
    "balanceExpiry": {
      "status": "UNKNOWN"
    },
    "bonusWallet": {
      "status": "UNKNOWN"
    },
    "declaredEndpointTypes": [
      "gemini",
      "openai"
    ],
    "declaredGroupDescription": "Default",
    "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": [
    "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
    "NONSTANDARD_PRICING_FIELDS"
  ],
  "freshUntil": "2026-10-10T23:39:50.499000Z",
  "humanExtractionReview": "NOT_PERFORMED",
  "inputPrice": null,
  "modelName": "gemini-3-flash-preview-thinking",
  "multimodalPricing": null,
  "observedAt": "2026-10-03T23:39:53.059Z",
  "outputPrice": null,
  "parseRevisionId": "04d2f7c38eb9e64879cb402489d0b90794c33d82e9e86c961d28d675c384e645",
  "parsedPricingDeclarations": null,
  "parserFamily": "NEW_API_PUBLIC_PRICING",
  "parserVersion": "grandet.new-api-public-pricing/1.5.1",
  "partialPriceComponents": {
    "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": "22000.000",
        "cacheWrite": null,
        "input": "220000.00",
        "output": "1320000.00"
      }
    },
    "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": "0.22"
      },
      {
        "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
        "sourceField": "completion_ratio",
        "status": "EXACT_NUMERIC_DECLARATION",
        "unit": "SOURCE_COMPLETION_RATIO",
        "usageKind": "TEXT_OUTPUT",
        "value": "6"
      },
      {
        "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
        "sourceField": "cache_ratio",
        "status": "EXACT_NUMERIC_DECLARATION",
        "unit": "SOURCE_CACHE_READ_RATIO",
        "usageKind": "CACHE_READ",
        "value": "0.1"
      },
      {
        "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
        "sourceField": "image_ratio",
        "status": "EXACT_NUMERIC_DECLARATION",
        "unit": "SOURCE_IMAGE_RATIO",
        "usageKind": "IMAGE",
        "value": "1"
      },
      {
        "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
        "sourceField": "audio_ratio",
        "status": "EXACT_NUMERIC_DECLARATION",
        "unit": "SOURCE_AUDIO_RATIO",
        "usageKind": "AUDIO_INPUT",
        "value": "2"
      }
    ],
    "contentSha256": "e1dfb694588ca44348ffc18b644ce9467fc1362dfb034e86ee738397cae012c8",
    "currencyInferred": false,
    "declaredGroupRatio": "1",
    "effectiveQuote": false,
    "eligibleForPriceRanking": false,
    "quoteId": "0444b7fc12c3ab9e3a93c46f34b155455162aa67cc746a2a576302c59a47095a",
    "rawDeclaredFieldsSha256": "696560e6f4cf2febb9957747ccab7b83189d73e27958792e8bf71d6d41f3a5c0",
    "schema": "grandet.partial-price-components/v1",
    "sourceRowId": "954c12b1da3afa1dca9b749736f3f4dd856df1c826829b69f9669ca5dea2ae81",
    "status": "PARTIAL_EXTRACTION_FINAL_TARIFF_UNRESOLVED",
    "unresolvedTariffReasons": [
      "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
      "NONSTANDARD_PRICING_FIELDS"
    ]
  },
  "perRequestPrice": null,
  "planId": "declared-group:default",
  "pricePairSourceRowId": "954c12b1da3afa1dca9b749736f3f4dd856df1c826829b69f9669ca5dea2ae81",
  "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": "0146732dfc422b187c9741334c21b25f057caf6a5170177f98ce4b71a9a6b41b",
      "bundleUrl": "https://api-cf.apiyi.com/static/js/1037.f9964504.chunk.js",
      "conditionalMapSha256": "d108ea8789e82e0bb87b8df39377e2aa980ba73b9fffe931644669af128104a7",
      "legacyBodySha256": "e136591947d2259ea008c0cee3b7157dc81b831de3267312d1627ed4fad193a5",
      "legacyEndpoint": "https://api-cf.apiyi.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:31.897Z",
      "pricingAttemptId": "a6a6a90b11db675ec632797d327fc9211429a3b9bfbf5d99b5b5de160f352a2f",
      "pricingBodySha256": "5227288d05b8cb160e6bedb106eca3c684853ac97f887d6720a6e600c064b5fe",
      "pricingObservedAt": "2026-10-03T19:00:01.503Z",
      "pricingTransactionId": "fc5b7b10eaafd196dba955f5da6b80815fb9da9b25e2ea6db70e3192781f0a66"
    },
    {
      "bundleSha256": "0146732dfc422b187c9741334c21b25f057caf6a5170177f98ce4b71a9a6b41b",
      "bundleUrl": "https://api-cf.apiyi.com/static/js/1037.f9964504.chunk.js",
      "conditionalMapSha256": "d108ea8789e82e0bb87b8df39377e2aa980ba73b9fffe931644669af128104a7",
      "legacyBodySha256": "e136591947d2259ea008c0cee3b7157dc81b831de3267312d1627ed4fad193a5",
      "legacyEndpoint": "https://api-cf.apiyi.com/api/pricing_legacy",
      "legacyObservedAt": "2026-10-03T19:57:31.897Z",
      "pricingAttemptId": "a6a6a90b11db675ec632797d327fc9211429a3b9bfbf5d99b5b5de160f352a2f",
      "pricingBodySha256": "5227288d05b8cb160e6bedb106eca3c684853ac97f887d6720a6e600c064b5fe",
      "pricingObservedAt": "2026-10-03T19:00:01.503Z",
      "pricingTransactionId": "fc5b7b10eaafd196dba955f5da6b80815fb9da9b25e2ea6db70e3192781f0a66"
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "0146732dfc422b187c9741334c21b25f057caf6a5170177f98ce4b71a9a6b41b",
      "fragmentSha256": "9dce525ca4bdcf7c5f3ee1831bbcdcb4e33dbe1db5ddf3b651943689179c1efa",
      "kind": "SOURCE_CLIENT_WILDCARD_AND_FAMILY_SELECTION",
      "sourceByteRange": [
        6593,
        8453
      ]
    },
    {
      "adapterVersion": "grandet.source-conditional-declaration/1.5.0",
      "bundleSha256": "0146732dfc422b187c9741334c21b25f057caf6a5170177f98ce4b71a9a6b41b",
      "fragmentSha256": "3a017e8ceaed1d3c7fa54ae3286c015fcbedb25fc8d2b5cc7892adcf74aeec23",
      "kind": "SOURCE_CLIENT_CONDITIONAL_EXACT_REGION_MERGE_AND_DISPLAY_GATE",
      "sourceByteRange": [
        39930,
        42217
      ]
    }
  ],
  "pricingResolution": "UNRESOLVED",
  "pricingRule": null,
  "publicOfferingStatus": "DECLARED_IN_PUBLIC_GROUP",
  "quoteId": "0444b7fc12c3ab9e3a93c46f34b155455162aa67cc746a2a576302c59a47095a",
  "quoteOrdinal": 234,
  "snapshotId": "3cf6b687ee689f4cecea5819d706e8030ffab322847f9324634a9320f6cd1984",
  "sourceDomain": "api-cf.apiyi.com",
  "sourceId": "api-cf.apiyi.com",
  "sourceRowId": "954c12b1da3afa1dca9b749736f3f4dd856df1c826829b69f9669ca5dea2ae81",
  "transactionId": "7e442e4b8160a9d3de4af804cd345d836644f2d056f276893a1495e7147706d1",
  "unit": "PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS"
}

svip· Public API

gemini-3-flash-preview-thinking

Host quota points / million tokens · Observed:

Pricing unresolved · known amounts are not complete cost

No directly displayable scalar; the complete declaration is retained.

All prices, conditions and source evidence

gemini-3-flash-preview-thinking

api-cf.apiyi.com · Public API declaration

Plan / group: declared-group:svip · svip

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: Host quota points / million tokens · PLATFORM_QUOTA_POINTS_PER_MILLION_TOKENS

Pricing unresolved; known parts do not establish complete cost. · UNRESOLVED

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

Extracted numeric fields

These source ratios or price fields do not yet establish the complete plan cost.

model_ratio
0.22 · SOURCE_BASE_MODEL_RATIO
completion_ratio
6 · SOURCE_COMPLETION_RATIO
cache_ratio
0.1 · SOURCE_CACHE_READ_RATIO
image_ratio
1 · SOURCE_IMAGE_RATIO
audio_ratio
2 · SOURCE_AUDIO_RATIO
Complete partial extraction
{
  "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": "22000.000",
      "cacheWrite": null,
      "input": "220000.00",
      "output": "1320000.00"
    }
  },
  "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": "0.22"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "completion_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_COMPLETION_RATIO",
      "usageKind": "TEXT_OUTPUT",
      "value": "6"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "cache_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_CACHE_READ_RATIO",
      "usageKind": "CACHE_READ",
      "value": "0.1"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "image_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_IMAGE_RATIO",
      "usageKind": "IMAGE",
      "value": "1"
    },
    {
      "role": "BASE_DECLARATION_NOT_EFFECTIVE_TARIFF",
      "sourceField": "audio_ratio",
      "status": "EXACT_NUMERIC_DECLARATION",
      "unit": "SOURCE_AUDIO_RATIO",
      "usageKind": "AUDIO_INPUT",
      "value": "2"
    }
  ],
  "contentSha256": "e27ba1c81219a91bbefe2efed576ce3a59b8bb3343451633c40496d373339041",
  "currencyInferred": false,
  "declaredGroupRatio": "1",
  "effectiveQuote": false,
  "eligibleForPriceRanking": false,
  "quoteId": "475096cf8d4835aeaf145500ec5422c6a5b3267cadbed5fa17dbefa4a1c0c1c9",
  "rawDeclaredFieldsSha256": "696560e6f4cf2febb9957747ccab7b83189d73e27958792e8bf71d6d41f3a5c0",
  "schema": "grandet.partial-price-components/v1",
  "sourceRowId": "954c12b1da3afa1dca9b749736f3f4dd856df1c826829b69f9669ca5dea2ae81",
  "status": "PARTIAL_EXTRACTION_FINAL_TARIFF_UNRESOLVED",
  "unresolvedTariffReasons": [
    "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
    "NONSTANDARD_PRICING_FIELDS"
  ]
}

Unresolved reasons

[
  "GEMINI_AUDIO_INDEPENDENT_PRICE_MAP_REQUIRED",
  "NONSTANDARD_PRICING_FIELDS"
]
Complete declared conditions
{
  "balanceExpiry": {
    "status": "UNKNOWN"
  },
  "bonusWallet": {
    "status": "UNKNOWN"
  },
  "declaredEndpointTypes": [
    "gemini",
    "openai"
  ],
  "declaredGroupDescription": "SVIP",
  "declaredGroupRatio": 1,
  "eligibility": {
    "declaredGroup": "svip",
    "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": "2026-10-10T23:39:50.499000Z",
  "firstObservedAt": "2026-10-03T23:39:53.059Z",
  "maximumQuoteAgeDays": 7,
  "observedAt": "2026-10-03T23:39:53.059Z",
  "snapshotId": "3cf6b687ee689f4cecea5819d706e8030ffab322847f9324634a9320f6cd1984",
  "sourceId": "api-cf.apiyi.com",
  "transactionId": "7e442e4b8160a9d3de4af804cd345d836644f2d056f276893a1495e7147706d1"
}
Complete public declaration and source identity
{
  "accountEligibility": "UNVERIFIED",
  "analysisDoesNotRenewObservation": true,
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Complete public data downloads

gemini-3-flash-preview-thinking

Name attribution evidence
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