Google API listing

Gemini 2.5 Pro (≤200K prompt) API pricing on Google

Google's published API listing for Gemini 2.5 Pro (≤200K prompt), with native prices and dated evidence. Check the official source for current availability and account eligibility.

Headline USD token rates per 1M; other currencies and units remain native. Original rates are below. Unknown means no unambiguous headline; inspect all rates and conditions below.
API listingInputCache readOutputCapability (Epoch AI)
Gemini 2.5 Pro (≤200K prompt)USD 1.25 / 1M tokens≤200K tokensUSD 0.125 / 1M tokens≤200K tokensUSD 10.00 / 1M tokens≤200K tokensCapable · ECI 145.3 (90% range 143.6–146.9) · Epoch AI score for Gemini 2.5 Pro (Jun 2025), model dated 2025-06-05

Rates, billing conditions and sources

Gemini 2.5 Pro (≤200K prompt)

Service ID: gemini-2.5-pro · Context window: 1.04M tokens · Listing status: active

All rates, conditions and sources

Input: USD 1.25 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: ≤200K tokens · Cache TTL: Unknown seconds · Valid through: Unknown

  • Gemini API Paid Standard only; excludes Free, Batch, Flex, Priority and Vertex/cloud. Account and regional eligibility unknown.
  • Official service code line: gemini-2.5-pro. No additional customtools offer inferred.
  • Prompt brackets are billing thresholds, not model context-window capacity. Output includes thinking tokens.
  • Cache storage is billed per token-hour, not cache-write. Cache-write price and TTL unknown.
  • Document token billing: Tokens for the DOCUMENT modality (for example, PDFs) are billed at the image token rate. In API responses, these tokens appear under the DOCUMENT modality within promptTokensDetails.
  • Grounding/search/maps tools and quotas are not included in these token prices; consult the official pricing page. No separate PDF rate inferred.
  • Advertised promotion dates have no stated timezone; future rates require renewed review, not automatic activation.
  • Input paid cell: $1.25, prompts <= 200k tokens $2.50, prompts > 200k tokens
  • Output (including thinking tokens) paid cell: $10.00, prompts <= 200k tokens $15.00, prompts > 200k
  • Context caching paid cell: $0.125, prompts <= 200k tokens $0.25, prompts > 200k $4.50 / 1,000,000 tokens per hour (storage price)

Output: USD 10.00 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: ≤200K tokens · Cache TTL: Unknown seconds · Valid through: Unknown

  • Gemini API Paid Standard only; excludes Free, Batch, Flex, Priority and Vertex/cloud. Account and regional eligibility unknown.
  • Official service code line: gemini-2.5-pro. No additional customtools offer inferred.
  • Prompt brackets are billing thresholds, not model context-window capacity. Output includes thinking tokens.
  • Cache storage is billed per token-hour, not cache-write. Cache-write price and TTL unknown.
  • Document token billing: Tokens for the DOCUMENT modality (for example, PDFs) are billed at the image token rate. In API responses, these tokens appear under the DOCUMENT modality within promptTokensDetails.
  • Grounding/search/maps tools and quotas are not included in these token prices; consult the official pricing page. No separate PDF rate inferred.
  • Advertised promotion dates have no stated timezone; future rates require renewed review, not automatic activation.
  • Input paid cell: $1.25, prompts <= 200k tokens $2.50, prompts > 200k tokens
  • Output (including thinking tokens) paid cell: $10.00, prompts <= 200k tokens $15.00, prompts > 200k
  • Context caching paid cell: $0.125, prompts <= 200k tokens $0.25, prompts > 200k $4.50 / 1,000,000 tokens per hour (storage price)

Cache read: USD 0.125 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: ≤200K tokens · Cache TTL: Unknown seconds · Valid through: Unknown

  • Gemini API Paid Standard only; excludes Free, Batch, Flex, Priority and Vertex/cloud. Account and regional eligibility unknown.
  • Official service code line: gemini-2.5-pro. No additional customtools offer inferred.
  • Prompt brackets are billing thresholds, not model context-window capacity. Output includes thinking tokens.
  • Cache storage is billed per token-hour, not cache-write. Cache-write price and TTL unknown.
  • Document token billing: Tokens for the DOCUMENT modality (for example, PDFs) are billed at the image token rate. In API responses, these tokens appear under the DOCUMENT modality within promptTokensDetails.
  • Grounding/search/maps tools and quotas are not included in these token prices; consult the official pricing page. No separate PDF rate inferred.
  • Advertised promotion dates have no stated timezone; future rates require renewed review, not automatic activation.
  • Input paid cell: $1.25, prompts <= 200k tokens $2.50, prompts > 200k tokens
  • Output (including thinking tokens) paid cell: $10.00, prompts <= 200k tokens $15.00, prompts > 200k
  • Context caching paid cell: $0.125, prompts <= 200k tokens $0.25, prompts > 200k $4.50 / 1,000,000 tokens per hour (storage price)

Storage: USD 4.50 / 1M token-hours · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Gemini API Paid Standard only; excludes Free, Batch, Flex, Priority and Vertex/cloud. Account and regional eligibility unknown.
  • Official service code line: gemini-2.5-pro. No additional customtools offer inferred.
  • Prompt brackets are billing thresholds, not model context-window capacity. Output includes thinking tokens.
  • Cache storage is billed per token-hour, not cache-write. Cache-write price and TTL unknown.
  • Document token billing: Tokens for the DOCUMENT modality (for example, PDFs) are billed at the image token rate. In API responses, these tokens appear under the DOCUMENT modality within promptTokensDetails.
  • Grounding/search/maps tools and quotas are not included in these token prices; consult the official pricing page. No separate PDF rate inferred.
  • Advertised promotion dates have no stated timezone; future rates require renewed review, not automatic activation.
  • Input paid cell: $1.25, prompts <= 200k tokens $2.50, prompts > 200k tokens
  • Output (including thinking tokens) paid cell: $10.00, prompts <= 200k tokens $15.00, prompts > 200k
  • Context caching paid cell: $0.125, prompts <= 200k tokens $0.25, prompts > 200k $4.50 / 1,000,000 tokens per hour (storage price)

Cache write: Unknown / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Gemini API Paid Standard only; excludes Free, Batch, Flex, Priority and Vertex/cloud. Account and regional eligibility unknown.
  • Official service code line: gemini-2.5-pro. No additional customtools offer inferred.
  • Prompt brackets are billing thresholds, not model context-window capacity. Output includes thinking tokens.
  • Cache storage is billed per token-hour, not cache-write. Cache-write price and TTL unknown.
  • Document token billing: Tokens for the DOCUMENT modality (for example, PDFs) are billed at the image token rate. In API responses, these tokens appear under the DOCUMENT modality within promptTokensDetails.
  • Grounding/search/maps tools and quotas are not included in these token prices; consult the official pricing page. No separate PDF rate inferred.
  • Advertised promotion dates have no stated timezone; future rates require renewed review, not automatic activation.
  • Input paid cell: $1.25, prompts <= 200k tokens $2.50, prompts > 200k tokens
  • Output (including thinking tokens) paid cell: $10.00, prompts <= 200k tokens $15.00, prompts > 200k
  • Context caching paid cell: $0.125, prompts <= 200k tokens $0.25, prompts > 200k $4.50 / 1,000,000 tokens per hour (storage price)

Developer: Unknown / not verified · API seller: Google

Checkpoint: Unknown / not verified · Lineage: Unknown / not verified

Official pricing ↗

Price observed: 2026-11-02T04:27:23.205Z · Price source checked: 2026-11-02T04:27:23.205Z · Price freshness: fresh

Weight-license reviewed: Unknown. Open weights do not establish permission for every commercial use; consult the linked terms.

Gating: unknown · Code license: Unknown / not verified · API availability: available (dated observation, not a live service check)

Source, conditions and dates

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-pro-short: identity · google-gemini-2-5-pro-short: pricing · google-gemini-2-5-pro-short: availability · google-gemini-2-5-pro-short: specifications · Retrieved · Effective: Unknown · Checked: Unknown · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Higher rates apply when the prompt exceeds 200K tokens; output includes thinking tokens.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-pro-short: weightAccess · Retrieved · Effective: Unknown · Checked: Unknown · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: Unknown

  • The official model card identifies Gemini 2.5 Pro and describes its capabilities and safety evaluations; this review did not establish explicit weight-release or non-downloadability evidence.
  • Review outcome: unknown. No explicit model-specific weight-availability statement was established in the reviewed source; this is not evidence of non-downloadability. No download URL or weight license is asserted.
  • This review applies to the named model, not a separate checkpoint inferred from the pricing record's prompt-length or input-modality tier. It does not refresh pricing or resolve unverified snapshot identity.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-09-26T00:43:16.524Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 01b274b8e94989b587b8b084e57f12f8169976b46411714c9b62df6fb0a2ac76; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-09-30T04:38:15.889Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 37e728e090c2072c509daed109892fe8858e69d5e63496d1ef456e4feb9a14a0; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-02T04:37:41.226Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 90f285ea2b40224233c11844453c0bfb9aaab20c815edeba523ea02482a0737b; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-03T04:39:03.396Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: b2879c42c0a03da0796af0ce75a4699920af600af38864ed515244b045c015d0; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-06T04:38:13.446Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 847cedf911f0e528c814df1223358d651375d84b9436cec9c92098d8e201e1fd; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-07T04:39:04.265Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 18699b3efec77b0053316fd5971191775fb5295266e22f5faf795b8ef4d67974; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-08T04:39:39.235Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 9b2a9926bd620a4239d4201f872e0976fad46729a724d8699dad9327b4e1282a; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-7-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-09T04:40:23.805Z · Reviewed: Unknown · Review after: 2026-10-19T04:40:23.805Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 80ec81f6fdb255551bbf39a2a871e6dcc4100f597419f5810e944ae819e6b0eb; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged. Curated five offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-11T04:39:10.538Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 9d4b911c498aa6d9a29d0369cf49d4adcc211cf7efa967625603c7eef3f3b8df; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-12T04:48:59.299Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 7080637582e2c1762ff1abafe105a38190febeaf7ea861d15ed60ca6eb459d4b; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-pro-short: specifications · Retrieved · Effective: Unknown · Checked: 2026-10-14T01:57:39Z · Reviewed: 2026-10-14T02:08:32Z · Review after: Unknown · Freshness: unknown · Confidence: A

  • Official Gemini API model page for model code gemini-2.5-pro, raw SHA-256 9064ff123100660ba93c3e9af1fd3eb6aeea351c9a4aaabd178c039386f005ed: "Input token limit 1,048,576 Output token limit 65,536". Google states separate input and output limits and no single combined figure; the input token limit is recorded as the context window. Google's token guide (Markdown export https://ai.google.dev/gemini-api/docs/tokens.md.txt, raw SHA-256 181525def2d03c3b2bfc035f0102a9a53c8dcc7fd9d449102b2258f366698b2e, fetched 2026-10-14T01:56:34Z) says "The context window defines the combined limit of input and output tokens."
  • Specifications only: no pricing, availability, capability or release-date assertion.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-14T04:37:00.589Z · Reviewed: Unknown · Review after: Unknown · Freshness: unknown · Confidence: A

  • Raw SHA-256: 2b681f1d1e6af84ed47802a8361ab030111e3c4cfc383659fa0a6060e8007cc5; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-15T04:35:01.827Z · Reviewed: Unknown · Review after: 2026-10-25T04:35:01.827Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 2055f5211e02f7eb807c5ce83e6f13224eaecb2f305fab3993f4a8c633570c04; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-16T04:35:11.958Z · Reviewed: Unknown · Review after: 2026-10-26T04:35:11.958Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 9b7be11e581cdba51f44088fa70e2474a1016ead0a9dc24dffc5487b4fc78f04; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-17T04:33:36.356Z · Reviewed: Unknown · Review after: 2026-10-27T04:33:36.356Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 19b3dc782c82385123d0497cfcec2b06b928811ec6ee1bc2b487cf0a2de2173b; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-18T04:34:21.296Z · Reviewed: Unknown · Review after: 2026-10-28T04:34:21.296Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 50c74c1cbc3a8f558cc77755e6e3619de9a31d246c9f64e05f280a3ad2ac467b; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-19T04:38:50.035Z · Reviewed: Unknown · Review after: 2026-10-29T04:38:50.035Z · Freshness: stale · Confidence: A

  • Raw SHA-256: bcd892207e57dddf21087e4def94ea0dc453bb85176f50b65647dc1585de0756; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-20T04:35:31.676Z · Reviewed: Unknown · Review after: 2026-10-30T04:35:31.676Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 66bf83ee6f328c28ea288e9b37acdd16c40e2a3375ada65c653226546804a03a; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-25T04:38:08.420Z · Reviewed: Unknown · Review after: 2026-11-04T04:38:08.420Z · Freshness: stale · Confidence: A

  • Raw SHA-256: d2bf6c290be604ddf62daec66c06065ce735ea8ec848cbb70b9fdfb663702877; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-26T01:00:17.104Z · Reviewed: Unknown · Review after: 2026-11-05T01:00:17.104Z · Freshness: stale · Confidence: A

  • Raw SHA-256: b2c1d27c022aa7e42fa4aa2c4146305e37e9d59a9ce9089642f08b333b3af427; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-27T01:24:56.431Z · Reviewed: Unknown · Review after: 2026-11-06T01:24:56.431Z · Freshness: stale · Confidence: A

  • Raw SHA-256: dc91f89b641049fcdac0b1d76a7d6da52d721e97f64d58b275c48d0e35857692; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-28T04:29:01.281Z · Reviewed: Unknown · Review after: 2026-11-07T04:29:01.281Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 96542a9558fdc40dd5b162040b8c246e8a9f4e5b34243b905f3df0aa6ad35ed1; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-10-30T04:29:10.340Z · Reviewed: Unknown · Review after: 2026-11-09T04:29:10.340Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 56807c3394229d482f9b9a5c6814a773eedf9bfd27d59b05438846208b5d1c00; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-11-01T04:25:46.344Z · Reviewed: Unknown · Review after: 2026-11-11T04:25:46.344Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 3a44c9298ead3ab83aadf86884970ce722fa31415c85f90185797b69eec7a388; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.

Primary source ↗ · vendor-docs · Claims: google-gemini-2-5-flash-lite-text: pricing · google-gemini-2-5-pro-short: pricing · google-gemini-3-1-pro-preview-short: pricing · google-gemini-3-5-flash-lite: pricing · google-gemini-3-8-flash: pricing · Retrieved · Effective: Unknown · Checked: 2026-11-02T04:27:23.205Z · Reviewed: Unknown · Review after: 2026-11-12T04:27:23.205Z · Freshness: fresh · Confidence: A

  • Raw SHA-256: c3a31b771906236576ff3444af703ac17477c1e9e38ce9f4321beeb23595af85; collector google-paid-standard-2.
  • Pricing observation only. Prior independent identity/access/availability/context metadata unchanged; a newly onboarded offer asserts pricing only. Curated five priced offers, not the entire provider catalog.
About capability scores (Epoch AI)

Capability scores: Epoch AI, 'Capabilities & benchmarking'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks' [online resource], epoch.ai/benchmarks. Accessed 2026-10-31. Licensed CC BY 4.0; values here are rounded to one decimal place and grouped into bands.

The Epoch Capabilities Index (ECI) combines many benchmarks on a scale where Claude 3.5 Sonnet is 130 and GPT-5 is 150. Bands, on the displayed one-decimal score: Frontier 160+, Strong 150–159.9, Capable 140–149.9, Entry below 140. Each score has a 90% range; a range that crosses a band boundary is flagged. Models are not ranked: neighbouring scores often overlap.

A benchmark is not your workload. Epoch's scores mostly reflect runs at the highest reasoning effort, which use more output tokens than default settings. Scores are dated and can shift between Epoch releases. A score belongs to the developer's model; a host listing shows the same model's score, but hosts may serve different versions or quantizations.

How headline rates are chosen

Headline rates use the directory's shared rule: the rate a buyer meets by default, chosen by billing, tier and context dimensions and never by price. Context caps, the bracket starting at zero and short-context variants are labeled; unverified availability is flagged and is not a service guarantee. Batch, off-peak and other variants remain in the details; ambiguous headlines stay unknown.

No currency conversion is performed. Missing cache prices are unknown, not zero. Equal units do not establish equivalent models or service conditions. See the methodology and source register.