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Model Price Audit Memory

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Model Price Audit Memory

This file is an optional snapshot of the latest automated audit whose per-model results add useful context for a future run. It is orientation only; reconfirm every price and tier against official provider sources before making a change or reporting a row as confirmed.

The audit agent may replace the snapshot below with its complete current table. Keep only one snapshot, never append an unbounded run history, never persist a partial set of checked models, and do not update this file only to refresh the audit date.

Latest useful snapshot

Audit date: 2026-09-02

All prices listed as $X / MTok (per million tokens). Per-token JSON values: divide by 1,000,000.

The 2026-09-02 run re-fetched the full Anthropic pricing table (plus the models-overview table, model-deprecations page, and the dedicated Mythos 5.1 page), the full OpenAI standard/Fast-mode/Flex pricing tables (plus dedicated pages for gpt-5.6-sol, gpt-5.3-codex, and gpt-5.6-cyber), and the Gemini AI Studio pricing/models pages (with explicit Free/Paid column separation). Three new models were found and added: claude-fable-5-1, claude-mythos-5-1, and gemini-3.8-flash. One existing entry gained a previously undocumented tier: gpt-5.3-codex (Fast mode). One specialized model was found and deliberately left unadded: gpt-5.6-cyber (restricted cybersecurity endpoint, Daybreak-program-gated). All other checked rows were reconfirmed unchanged from the 2026-08-24 snapshot.

ProviderModel / pricing entryPricing checkedPrice confirmedTiering checkedTiering correctChangeOfficial source(s)Comments
Anthropicclaude-fable-5-1Input $10/MTok, Output $50/MTok, 5m $12.50/MTok, 1h $20/MTok, read $0.25/MTok (0.025x, not the standard 0.1x)YesFlat 1M context; no Fast modeYesAddedhttps://platform.claude.com/docs/en/about-claude/pricing https://platform.claude.com/docs/en/models/overviewNew model, now Anthropic's recommended choice for "demanding reasoning and long-horizon agentic work" (ahead of Fable 5, now listed as legacy). Cache-read discount is 0.025x per an explicit page footnote, not the usual 0.1x. matchPattern mirrors claude-fable-5 with a -1 suffix.
Anthropicclaude-mythos-5-1Same as claude-fable-5-1YesFlat 1M context; no Fast modeYesAddedhttps://platform.claude.com/docs/en/about-claude/pricing https://platform.claude.com/docs/en/models/mythos-5-1/overviewLimited availability (Project Glasswing), mirrors claude-mythos-5's simpler API-only matchPattern (no Bedrock/GCP variants).
Anthropicclaude-fable-5Input $10/MTok, Output $50/MTok, 5m $12.50/MTok, 1h $20/MTok, read $1/MTokYesFlat 1M contextYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged; now listed as "legacy (still available)" behind Fable 5.1 but pricing is the same.
Anthropicclaude-mythos-5Same as claude-fable-5YesFlat 1M contextYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-opus-5Input $5/MTok, Output $25/MTok, 5m $6.25/MTok, 1h $10/MTok, read $0.50/MTokYesFlat 1M context; Fast mode $10/$50 confirmed availableYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-opus-4-8Same as Opus 5, Fast mode $10/$50 confirmed availableYesFlat 1M contextYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-opus-4-7Same as Opus 5 base rate; Fast mode NOT available (requests with speed:"fast" error)YesFlat 1M context; no Fast mode tierYesNonehttps://platform.claude.com/docs/en/about-claude/pricingExplicitly confirmed via page text this run. File already correctly has only a Standard tier (no Fast mode) — do not add one without re-checking this page.
Anthropicclaude-opus-4-6Same as Opus 5 base rate; Fast mode NOT available (bills at standard rate)YesFlat 1M context; no Fast mode tierYesNonehttps://platform.claude.com/docs/en/about-claude/pricingExplicitly confirmed via page text this run. File already correctly has only a Standard tier.
Anthropicclaude-opus-4-5-20251101Same as Opus 5YesSingle Standard tier in file (no separate Large Context tier); page wording on the 1M-flat-context list is ambiguous for 4.5 specifically but the main pricing table shows no separate rate, so the file's single-tier treatment is correct either wayYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-opus-4-1-20250805Input $15/MTok, Output $75/MTok, 5m $18.75/MTok, 1h $30/MTok, read $1.50/MTokYesDeprecated — no tieringNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricing https://platform.claude.com/docs/en/about-claude/model-deprecationsStill "retired, except on Bedrock and Google Cloud"; deprecations page now shows a firm retirement date of August 5, 2026 (previously open-ended).
Anthropicclaude-opus-4-20250514Input $15/MTok, Output $75/MTok, 5m $18.75/MTok, 1h $30/MTok, read $1.50/MTokYesRetired except Google Cloud — no tieringNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricing https://platform.claude.com/docs/en/about-claude/model-deprecationsRe-confirmed present; deprecations page shows firm retirement date June 15, 2026.
Anthropicclaude-sonnet-5Input $2/MTok, Output $10/MTok; 5m $2.50/MTok, 1h $4/MTok, read $0.20/MTokYesFlat 1M context; permanent pricing (no Sep 1 2026 increase)YesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged; the $2/$10 permanent-pricing note is still on the page verbatim.
Anthropicclaude-sonnet-4-6Input $3/MTok, Output $15/MTok, 5m $3.75/MTok, 1h $6/MTok, read $0.30/MTokYesFlat 1M contextYesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-sonnet-4-5-20250929Input $3/MTok, Output $15/MTok, 5m $3.75/MTok, 1h $6/MTok, read $0.30/MTokYesNo large-context tier (200k hard cap)YesNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-sonnet-4-20250514Input $3/MTok, Output $15/MTok, 5m $3.75/MTok, 1h $6/MTok, read $0.30/MTokYesRetired except Bedrock/Google Cloud — no tieringNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed present on current page's main table, unchanged.
Anthropicclaude-haiku-4-5-20251001Input $1/MTok, Output $5/MTok, 5m $1.25/MTok, 1h $2/MTok, read $0.10/MTokYesNo large-context tierNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed unchanged.
Anthropicclaude-3-5-haiku-20241022Input $0.80/MTok, Output $4/MTok, 5m $1/MTok, 1h $1.60/MTok, read $0.08/MTokYesRetired except Bedrock/Google CloudNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricingRe-confirmed present, unchanged.
Anthropicclaude-3.7-sonnet-20250219 / claude-3.5-sonnet-20241022 / claude-3-5-sonnet-20240620 / claude-3-opus-20240229 / claude-3-sonnet-20240229 / claude-3-haiku-20240307Legacy prices retainedNoNot on current pageNot applicableNonehttps://platform.claude.com/docs/en/about-claude/pricingNot re-verified this run; retired, out of "flagship" scope.
AWS Bedrockclaude-3-5-sonnet-20240620 / claude-3.5-sonnet-20241022 (Public Extended Access SKU)$6.00/MTok input, $30.00/MTok output, $7.50/MTok cache write, $0.60/MTok cache readYes (confirmed real Aug 4 2026)Distinct dated SKU, not a context-length tierNot applicableUnresolvedhttps://aws.amazon.com/bedrock/pricing/Not re-verified this run; permanent documented limitation (model-ID string match cannot distinguish billing SKU).
OpenAIgpt-5.6-solInput $4/MTok, Cached $0.40/MTok, Cache write $5.00/MTok, Output $20/MTokYesLarge Context (>272K): $8/$0.80/$10.00/$30; Fast mode 2x base; Flex 0.5x baseYesNonehttps://developers.openai.com/api/docs/pricing https://developers.openai.com/api/docs/models/gpt-5.6-solPromotional price cut from Aug 24 2026 reconfirmed still active, still "available at least through November 21, 2026" — re-verify after that date.
OpenAIgpt-5.6-terraInput $2/MTok, Cached $0.20/MTok, Cache write $2.50/MTok, Output $12/MTokYesLarge Context (>272K): $4/$0.40/$5.00/$18YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.6-lunaInput $0.20/MTok, Cached $0.02/MTok, Cache write $0.25/MTok, Output $1.20/MTokYesLarge Context (>272K): $0.40/$0.04/$0.50/$1.80YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.6-cyberInput $12.50/MTok, Cached $1.25/MTok, Cache write $15.625/MTok, Output $75/MTokYesLarge Context (>272K) at the same 2x/1.5x multiplier as sol/terra/lunaYesUnresolved (deliberately not added)https://developers.openai.com/api/docs/models/gpt-5.6-cyberNew model found this run: a specialized, Daybreak-program-gated cybersecurity endpoint (Responses API only). Deliberately left out of the pricing file and types.ts — see provider-sources-and-price-keys.md for the scope rationale.
OpenAIgpt-5.5-2026-04-23 (alias gpt-5.5)Input $5/MTok, Cached $0.50/MTok, Output $30/MTokYesLarge Context (>272K): $10/$1.00/$45YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.5-pro-2026-04-23 (alias gpt-5.5-pro)Input $30/MTok, Output $180/MTok; no cacheYesLarge Context (>272K): $60/$270YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.4 (and dated snapshot gpt-5.4-2026-03-05)Input $2.50/MTok, Cached $0.25/MTok, Output $15/MTokYesLarge Context (>272K): $5.00/$0.50/$22.50YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.4-pro (and dated snapshot)Input $30/MTok, Output $180/MTok; no cacheYesLarge Context (>272K): $60/$270YesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.4-mini (and dated snapshot)Input $0.75/MTok, Cached $0.075/MTok, Output $4.50/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.4-nano (and dated snapshot)Input $0.20/MTok, Cached $0.02/MTok, Output $1.25/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.3-codexInput $1.75/MTok, Cached $0.175/MTok, Output $14.00/MTokYesNo large-context tier (400k context window); Fast mode $3.50/$0.35/$28.00YesUpdatedhttps://developers.openai.com/api/docs/pricing https://developers.openai.com/api/docs/models/gpt-5.3-codexStandard price unchanged. Added a previously-undocumented Fast mode tier found in the aggregate pricing page's "Specialized models" Fast-mode section (not on the model's own dedicated page). Also completed the Standard tier's alias set (cache_read_input_tokens, reasoning_tokens) to match the mature OpenAI reasoning-model template.
OpenAIgpt-5.2-2025-12-11Input $1.75/MTok, Cached $0.175/MTok, Output $14.00/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.2-pro-2025-12-11Input $21/MTok, Output $168/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5.1-2025-11-13Input $1.25/MTok, Cached $0.125/MTok, Output $10/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5-2025-08-07Input $1.25/MTok, Cached $0.125/MTok, Output $10/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5-mini-2025-08-07Input $0.25/MTok, Cached $0.025/MTok, Output $2/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5-nano-2025-08-07Input $0.05/MTok, Cached $0.005/MTok, Output $0.40/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5-pro-2025-10-06Input $15/MTok, Output $120/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-5-chat-latestInput $1.25/MTok, Cached $0.125/MTok, Output $10/MTokNoNo provider tiering (128,000 token context window)Not applicableNonehttps://developers.openai.com/api/docs/models/gpt-5-chat-latestNot independently re-fetched this run (last confirmed 2026-08-21); still absent from the aggregate table by design.
OpenAIgpt-4.1-2025-04-14Input $2/MTok, Cached $0.50/MTok, Output $8/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4.1-mini-2025-04-14Input $0.40/MTok, Cached $0.10/MTok, Output $1.60/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4.1-nano-2025-04-14Input $0.10/MTok, Cached $0.025/MTok, Output $0.40/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4o-2024-08-06Input $2.50/MTok, Cached $1.25/MTok, Output $10/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4o-2024-05-13Input $5/MTok, Output $15/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4o-mini-2024-07-18Input $0.15/MTok, Cached $0.075/MTok, Output $0.60/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo1Input $15/MTok, Cached $7.50/MTok, Output $60/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo1-proInput $150/MTok, Output $600/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo3-proInput $20/MTok, Output $80/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo3-2025-04-16Input $2/MTok, Cached $0.50/MTok, Output $8/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo3-mini-2025-01-31Input $1.10/MTok, Cached $0.55/MTok, Output $4.40/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIo4-mini-2025-04-16Input $1.10/MTok, Cached $0.275/MTok, Output $4.40/MTokYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4-turbo-2024-04-09Input $10/MTok, Output $30/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-4-0613Input $30/MTok, Output $60/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-3.5-turbo / gpt-3.5-turbo-0125Input $0.50/MTok, Output $1.50/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-3.5-turbo-1106Input $1.00/MTok, Output $2.00/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIgpt-3.5-turbo-instructInput $1.50/MTok, Output $2.00/MTok; no cacheYesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIdavinci-002Input $2.00/MTok, Output $2.00/MTok (base/non-fine-tuned)YesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
OpenAIbabbage-002Input $0.40/MTok, Output $0.40/MTok (base/non-fine-tuned)YesNo large-context tierYesNonehttps://developers.openai.com/api/docs/pricingRe-confirmed unchanged.
Googlegemini-2.5-flashInput $0.30 (text/image/video) $1.00 (audio), Output $2.50, Cache read $0.03/$0.10YesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed unchanged.
Googlegemini-2.5-flash-liteInput $0.10 (text/image/video) $0.30 (audio), Output $0.40, Cache read $0.01/$0.03YesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed unchanged.
Googlegemini-2.5-proInput $1.25/$2.50 (≤200k/>200k), Output $10/$15, Cache read $0.125/$0.25YesLarge Context (>200K) confirmedYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed unchanged. Also confirmed the file correctly omits grounding keys for this model (2.5-family grounding is $35/1,000, a different rate from 3.x's $14/1,000 — no shared-constant bug).
Googlegemini-3.5-flashInput $1.50, Output $9.00, Cache read $0.15YesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed unchanged.
Googlegemini-3.5-flash-liteInput $0.30 (text/image/video/audio), Output $2.50, Cache read $0.03YesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed unchanged via this run's targeted Paid-tier fetch.
Googlegemini-3.1-flash-liteInput $0.25/$0.50 (text/audio), Output $1.50, Cache read $0.025/$0.05YesNo large-context tierYesNonehttps://ai.google.dev/pricingRe-confirmed unchanged.
Googlegemini-3.1-flash-lite-previewSame as GA gemini-3.1-flash-liteNoNo large-context tierNot applicableNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/modelsStill not separately listed on either official page; not re-verified independently.
Googlegemini-3.1-pro-previewInput $2/$4 (≤200k/>200k), Output $12/$18YesLarge Context (>200K) confirmedYesNonehttps://ai.google.dev/pricingRe-confirmed unchanged.
Googlegemini-3-flash-previewInput $0.50/$1.00 (text/audio), Output $3.00, Cache read $0.05/$0.10YesNo large-context tierYesNonehttps://ai.google.dev/pricingRe-confirmed unchanged.
Googlegemini-3-pro-previewInput $2/$4 (≤200k/>200k), Output $12/$18NoLarge Context (>200K) set in fileNot applicableNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/modelsStill not listed on either official page this run; existing prices retained, not re-verified.
Googlegemini-3.6-flashInput $0.75, Output $3.75, Cache read $0.075 (all through Dec 31, 2026; reverts to $1.50/$7.50/$0.15 from Jan 1, 2027)YesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricingRe-confirmed still on introductory pricing; wording and step-up date unchanged. Now the "previous-generation" Flash model behind gemini-3.7-flash and gemini-3.8-flash.
Googlegemini-3.7-flashSame introductory pricing/step-up date as gemini-3.6-flashYesNo large-context tierYesNonehttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/modelsRe-confirmed unchanged; description changed from "New Stable" to "previous-generation" now that gemini-3.8-flash is GA.
Googlegemini-3.8-flashInput $0.75, Output $3.75, Cache read $0.075 (through Dec 31, 2026; steps to $1.50/$7.50/$0.15 Jan 1, 2027)YesNo large-context tierYesAddedhttps://ai.google.dev/pricing https://ai.google.dev/gemini-api/docs/pricing https://ai.google.dev/gemini-api/docs/modelsNew "New Stable" GA model, direct successor to gemini-3.7-flash, described as engineered "for long-horizon software engineering, autonomous agents, and complex enterprise workflows." Same intro pricing and Jan 1 2027 step-up as 3.6/3.7-flash. Added mirroring the gemini-3.7-flash key set exactly, and to vertexAIModels/googleAIStudioModels (not first entry).
Googlegemini-2.0-flash / gemini-2.0-flash-001Input $0.10, Output $0.40NoDeprecated (shut down June 1, 2026)Not applicableNonehttps://ai.google.dev/pricingNot re-verified this run; retained for backward compatibility.

Unresolved findings (updated 2026-09-02)

  1. claude-opus-4-1-20250805 / claude-opus-4-20250514 retirement — Both still listed as "retired, except on Bedrock and Google Cloud" (Opus 4.1) or "except on Google Cloud" (Opus 4) on the main pricing page, but the model-deprecations page now shows firm past retirement dates (August 5, 2026 and June 15, 2026 respectively). Entries retained; re-check whether they are fully removed from the pricing page in the next audit.

  2. AWS Bedrock "Claude 3.5 Sonnet (Public Extended Access)" pricing — Confirmed real (Aug 4 2026) but not representable in Langfuse's schema (model-ID string match only). Permanent, documented limitation; not re-checked this run.

  3. Legacy Claude 3.x / 3.5 / 3.7 models not on the current pricing page — Not re-verified this run (claude-3.7-sonnet-20250219, claude-3.5-sonnet-20241022, claude-3-5-sonnet-20240620, claude-3-opus-20240229, claude-3-sonnet-20240229, claude-3-haiku-20240307). Existing prices retained. Low priority, retired/legacy.

  4. gemini-3.1-flash-lite-preview and gemini-3-pro-preview — Still not separately listed on the official AI Studio pricing or models pages. Existing prices retained without fresh confirmation. Re-verify if these move from preview to GA.

  5. gemini-3.6-flash / gemini-3.7-flash / gemini-3.8-flash promotional pricing reverts 2027-01-01 — All three models are confirmed on introductory pricing ($0.75/$3.75/MTok input/output, $0.075/MTok cache read) "through December 31, 2026," stepping up to $1.50/$7.50/$0.15 "starting January 1, 2027." The pricing file currently holds the discounted price (correct for now); update all three entries to the higher rate on or after 2027-01-01. Same time-based-tiering limitation previously seen with claude-sonnet-5 — Langfuse's schema cannot express a calendar-date price step, so the file always holds the currently active rate.

  6. OpenAI "cache writes" is still gpt-5.6-family-only (now four members) — The distinct 1.25x-of-input cache-write billing dimension applies to gpt-5.6-sol, gpt-5.6-terra, gpt-5.6-luna, and the newly found (but deliberately unadded) gpt-5.6-cyber. Every other checked OpenAI model still shows "—" for cache writes. Re-check this column whenever a new OpenAI reasoning model is added.

  7. Base vs. fine-tuning legacy pricing confusion is a real historical bug class — See the davinci-002/babbage-002 fix (Aug 7 2026). When auditing any OpenAI base model that also has a legacy fine-tuning tier (gpt-3.5-turbo, davinci-002, babbage-002, and the fine-tunable snapshots gpt-4.1-2025-04-14, gpt-4.1-mini-2025-04-14, gpt-4.1-nano-2025-04-14, gpt-4o-2024-08-06, gpt-4o-mini-2024-07-18, o4-mini-2025-04-16), confirm which table a fetched price came from before applying it to the bare (non-ft:) entry.

  8. Legacy/embedding/base-completion catalog tail not covered this run — Entries such as text-ada-001, text-babbage-001, text-curie-001, text-davinci-00{1,2,3}, text-embedding-*, the Vertex *-bison*/*-gecko* PaLM family, claude-1.x/claude-2.x, and gemini-1.0-*/gemini-pro were not re-fetched this run, consistent with prior audits, since they are long-retired and out of the "flagship text/chat/reasoning model" scope.

  9. Gemini and OpenAI specialized-modality/restricted-access model waves confirmed out of scopegemini-omni-flash, gemini-3.1-flash-live-preview, gemini-3.1-flash-tts-preview, gemini-3.5-live-translate-preview, the veo-3.1-*-generate-preview pair, the lyria-3-*/lyria-realtime-exp family, and gemini-robotics-er-2-preview (found 2026-08-21, video/audio/TTS/music/robotics endpoints) plus gpt-5.6-cyber and the gpt-daybreak-*-latest aliases (found 2026-09-02, a gated specialized cybersecurity endpoint and floating aliases). None were added, per the automated-audit rule to skip modality-specific or restricted-access endpoints. Re-investigate only if one of them gains a standard text-generation mode with open access and its own per-token text pricing.

  10. Selectable models with no matching pricing regex — confirmed still a known, intentional gap — Last fully cross-checked 2026-08-24: gemini-1.5-pro, gemini-1.5-flash, gemini-1.5-flash-8b, gemini-2.0-pro-exp-02-05, gemini-2.0-flash-exp, gemini-2.0-flash-thinking-exp-01-21, gemini-2.5-flash-preview-09-2025, gemini-2.5-flash-lite-preview-09-2025 have no matching pricing entry — retired/experimental IDs with no official pricing page entry, not a new finding. Not re-run this cycle (no new selectable model was added to types.ts outside the ones this audit itself added, which do have matching entries).