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Official graphic:1.25/10 through200K,2.50/15 above; output billing includes reasoning."},{"id":"review_google_25_paid_graphic","url":"https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini_pricing_margin_dark2x.width-1200.format-webp.webp","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Apr4 dated official pricing graphic visually inspected; output includes reasoning tokens."},{"id":"review_google_25_may_launch","url":"https://developers.googleblog.com/en/gemini-2-5-pro-io-improved-coding-performance/","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"May6,2025 launches05-06 and explicitly says unchanged price;03-25 alias points to05-06. Numeric rates separately established Apr4."},{"id":"review_google_25_ga","url":"https://developers.googleblog.com/en/gemini-2-5-thinking-model-updates/","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Jun17,2025 GA prices in embedded official graphic:Pro1.25/10 short,2.5/15 long;Flash0.30/2.50;FlashLite preview0.10/0.40. Caps not inferred from today\u2019s model docs."},{"id":"review_google_25_ga_graphic","url":"https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/gemini_2-5_family_1-1__dark_dev.original.png","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Jun17 dated official pricing graphic visually inspected; Pro200K prompt threshold."},{"id":"review_google_3_launch","url":"https://blog.google/innovation-and-ai/technology/developers-tools/gemini-3-developers/","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Nov18,2025 official launch states1Mcontext and2/12 short-prompt prices; contemporaneous archive supplies long tier and output cap."},{"id":"review_opus46_output_launch","url":"https://www.anthropic.com/news/claude-opus-4-6","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Feb5,2026 launch explicitly supports128Koutput.1Mcontext beta at launch; not silently treated as standard."},{"id":"review_opus46_context_ga","url":"https://claude.com/resources/articles/1m-context-ga","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Mar13,2026 1Mcontext GA and removal of long-context premium;Opus4.6 remains5/25 across full window."},{"id":"review_google_15_paid_ga","url":"https://developers.googleblog.com/gemini-15-pro-and-15-flash-now-available/","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"May30,2024 dated post confirms1.5Pro billing starts that day. Original token rates archived independently."},{"id":"review_archive_gemini3_nov18_archive","url":"https://web.archive.org/web/20251118111103id_/https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-Pro-Model-Card.pdf","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20251118111103. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-Pro-Model-Card.pdf","sha256":"9b34908d63a3da293c81862c4f7706ab47bead1cb7173684f4950638198ff43b"},{"id":"review_archive_gemini25_april_archive","url":"https://web.archive.org/web/20250417044145id_/https://storage.googleapis.com/model-cards/documents/gemini-2.5-pro-preview.pdf","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20250417044145. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://storage.googleapis.com/model-cards/documents/gemini-2.5-pro-preview.pdf","sha256":"db680c50b76dd435a846e1b28e4420065ac1cbd3c3ad8ed22baa097c17ed2729"},{"id":"review_archive_gemini25_may_archive","url":"https://web.archive.org/web/20250606003512id_/https://storage.googleapis.com/model-cards/documents/gemini-2.5-pro-preview.pdf","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20250606003512. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://storage.googleapis.com/model-cards/documents/gemini-2.5-pro-preview.pdf","sha256":"d51047dcdea404006763f63a3d0095e95c9af1bdbf132095f8270a7f4fd44195"},{"id":"review_archive_google_models_sept30","url":"https://web.archive.org/web/20240930080805id_/https://ai.google.dev/gemini-api/docs/models/gemini","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20240930080805. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://ai.google.dev/gemini-api/docs/models/gemini","sha256":"d318bc0240eb7ef2b44712b3d857b59c9370f81e9c999e5e7a168116bdbc58a1"},{"id":"review_archive_google_pricing_nov18","url":"https://web.archive.org/web/20251118161504id_/https://ai.google.dev/gemini-api/docs/pricing","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20251118161504. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://ai.google.dev/gemini-api/docs/pricing","sha256":"356b25f75ebebb736cb679d7cc3b710bb8db069c5aa4d0d8fbfde9bed0304f24"},{"id":"review_archive_google_pricing_20240502061735","url":"https://web.archive.org/web/20240502061735id_/https://ai.google.dev/pricing","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20240502061735. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://ai.google.dev/pricing","sha256":"e595d124278274dcf5245d97421bdec5314e6d4a9c49dc2acf1ba0b2ff4617db"},{"id":"review_archive_google_pricing_20240514232746","url":"https://web.archive.org/web/20240514232746id_/https://ai.google.dev/pricing","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20240514232746. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://ai.google.dev/pricing","sha256":"57d4aede162ad9652dbe3a551a9dfcd6c16ae48fb31c370d16178e6d6cab8f09"},{"id":"review_archive_google_pricing_20240530044740","url":"https://web.archive.org/web/20240530044740id_/https://ai.google.dev/pricing","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Archived original Google content; capture 20240530044740. Local body hash retained in data/review_evidence/google-archive-evidence.json.","original_url":"https://ai.google.dev/pricing","sha256":"b1cfbb9816110c0f86ad552895ff20e54fb58ab0f5e3840656124111989ae1a6"},{"id":"review_epoch_gpt4_estimate","url":"https://epoch.ai/data/notable_ai_models.csv","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"aggregator_research_estimate","notes":"Exact original GPT4 March2023 row:reported1800Btotal; notes separatelyreport280Bactive, attributeSemiAnalysis. June row retained forreview only. Conflicting1.76T/220B report is not a statistical interval. CSVhash in local evidence."},{"id":"review_semianalysis_gpt4_report","url":"https://newsletter.semianalysis.com/p/gpt-4-architecture-infrastructure","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"original_industry_reporting","notes":"Patel/Wong July10,2023 architecture reporting; original numeric section currentlypaywalled. Accessible Epoch provenance transcribes the reported counts. Not an OpenAI disclosure."},{"id":"review_gpt52_launch","url":"https://openai.com/index/introducing-gpt-5-2/","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"December 11, 2025 launch gives standard input/output prices of $1.75/$14 per million."},{"id":"review_gpt52_launch_archive","url":"https://web.archive.org/web/20251211180939id_/https://platform.openai.com/docs/models/gpt-5.2","retrieved_on":"2026-11-10","status":"retrieved_via_web_tool","source_type":"primary_publisher_archived_document","notes":"Launch-day official page identifies gpt-5.2-2025-12-11, 400,000 context and 128,000 maximum output. Separate input cap unknown.","sha256":"192c5fe20a2e800f3ffff5a991caeaf2c78f878a1dd5bb760f84a40d81e08fc4","local_file":"data/review_evidence/early_caps_gpt52_20251211.decoded.html"},{"id":"audit_next_openai_gpt_5_5_pro","url":"https://developers.openai.com/api/docs/models/gpt-5.5-pro.md","sha256":"12fe3cbacb51cbdd712becc7264a37385c11709f7fba96094c20988814f71ac5","retrieved_on":"2026-11-11","status":"retrieved","bytes":3866,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_5_pro.md"},{"id":"audit_next_openai_gpt_5_4_pro","url":"https://developers.openai.com/api/docs/models/gpt-5.4-pro.md","sha256":"c9dff72fc4859be8ada08899fb7e9843614eea041e600820f084c254c676cdcb","retrieved_on":"2026-11-11","status":"retrieved","bytes":4217,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_4_pro.md"},{"id":"audit_next_openai_gpt_5_2_pro","url":"https://developers.openai.com/api/docs/models/gpt-5.2-pro.md","sha256":"3ec60ee70452ff5e2349e2a8e8cbc87eb6d3aaeb5353034bb097bea7008a14ab","retrieved_on":"2026-11-11","status":"retrieved","bytes":3915,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_2_pro.md"},{"id":"audit_next_openai_gpt_5_pro","url":"https://developers.openai.com/api/docs/models/gpt-5-pro.md","sha256":"ed0e0caec9df665bfe5800baeefcfea8a067597aa8c2d23702f920976d9155ac","retrieved_on":"2026-11-11","status":"retrieved","bytes":3804,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_pro.md"},{"id":"audit_next_openai_o1_pro","url":"https://developers.openai.com/api/docs/models/o1-pro.md","sha256":"e818d89baa5ed7693559a3703452b0170214c3cde6ea590011ad8f36ac7115ad","retrieved_on":"2026-11-11","status":"retrieved","bytes":3476,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_o1_pro.md"},{"id":"audit_next_openai_gpt_5_codex","url":"https://developers.openai.com/api/docs/models/gpt-5-codex.md","sha256":"4b07f8f0d1514497cabafd508bb21e215fb0f2658db25078289c2749d2362326","retrieved_on":"2026-11-11","status":"retrieved","bytes":3602,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_codex.md"},{"id":"audit_next_openai_gpt_5_1_codex","url":"https://developers.openai.com/api/docs/models/gpt-5.1-codex.md","sha256":"808b628d169ed222f2c342bdada07dfb172c2ff16773d28232a8a3f92ebdf4be","retrieved_on":"2026-11-11","status":"retrieved","bytes":3551,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_1_codex.md"},{"id":"audit_next_openai_gpt_5_1_codex_mini","url":"https://developers.openai.com/api/docs/models/gpt-5.1-codex-mini.md","sha256":"fbf4ddc350f8b846b8723167d8f8a1c773b70c5d93fe1c708513eb71bf0e4482","retrieved_on":"2026-11-11","status":"retrieved","bytes":3327,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_1_codex_mini.md"},{"id":"audit_next_openai_gpt_5_1_codex_max","url":"https://developers.openai.com/api/docs/models/gpt-5.1-codex-max.md","sha256":"2fcf16af6e06c9e6902f826d62bc2fe7569ee7226f52d2041200e570b207eac0","retrieved_on":"2026-11-11","status":"retrieved","bytes":3414,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_1_codex_max.md"},{"id":"audit_next_openai_gpt_5_2_codex","url":"https://developers.openai.com/api/docs/models/gpt-5.2-codex.md","sha256":"1e6cb6dd5bb1e9a52c660646602427dc714e3b4f880fa765b51187b1b1c14359","retrieved_on":"2026-11-11","status":"retrieved","bytes":3594,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_2_codex.md"},{"id":"audit_next_openai_gpt_5_3_codex","url":"https://developers.openai.com/api/docs/models/gpt-5.3-codex.md","sha256":"18a6039b6e2617159b8358670ce40a62346c9206bf9125a745571ed0e794204b","retrieved_on":"2026-11-11","status":"retrieved","bytes":3528,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_3_codex.md"},{"id":"audit_next_openai_codex_mini_latest","url":"https://developers.openai.com/api/docs/models/codex-mini-latest.md","sha256":"1a66867646858266d80be10d89ffc63984323c7afd2762fc328981fe646502b3","retrieved_on":"2026-11-11","status":"retrieved","bytes":3221,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_codex_mini_latest.md"},{"id":"audit_next_openai_gpt_5_chat_latest","url":"https://developers.openai.com/api/docs/models/gpt-5-chat-latest.md","sha256":"1b6f97e2396994920e972b84f6319dcc5d73a53345d8ffe63c7488fc3dac3a72","retrieved_on":"2026-11-11","status":"retrieved","bytes":3429,"source_type":"primary_documentation","local_path":"data/review_evidence/2026-11-11/audit_next_openai_gpt_5_chat_latest.md"},{"id":"audit_next_openai_gpt_5_1_c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entries inspected; cache changes and beta-to-GA transitions are separate events."},{"id":"audit_anthropic_thinking_20261111","url":"https://platform.claude.com/docs/en/build-with-claude/thinking","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current standard and Batches beta output ceilings, output billing, shared context, and thinking modes."},{"id":"audit_anthropic_manual_thinking_20261111","url":"https://platform.claude.com/docs/en/build-with-claude/extended-thinking","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current legacy manual budget minimum 1024; budget below max_tokens except interleaved mode; adaptive-only models reject budget_tokens."},{"id":"audit_anthropic_cache_20261111","url":"https://platform.claude.com/docs/en/build-with-claude/prompt-caching","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current cache minimum prefixes agree with existing inventory; TTL 5m default or optional1h. No historical minimum inferred."},{"id":"audit_anthropic_pricing_20261111","url":"https://platform.claude.com/docs/en/about-claude/pricing","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current tariffs checked against existing inventory; no discrepancy found. Haiku5.5 higher tier applies above100000 prompt tokens."},{"id":"audit_anthropic_context_20261111","url":"https://platform.claude.com/docs/en/build-with-claude/context-windows","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Context includes generated response; 600 images/PDF pages for1M models,100 for200K. Not a token input cap."},{"id":"audit_anthropic_opus41_launch","url":"https://www.anthropic.com/news/claude-opus-4-1","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_opus45_launch","url":"https://www.anthropic.com/news/claude-opus-4-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_sonnet45_launch","url":"https://www.anthropic.com/news/claude-sonnet-4-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_haiku45_launch","url":"https://www.anthropic.com/news/claude-haiku-4-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_opus46_launch","url":"https://www.anthropic.com/news/claude-opus-4-6","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_sonnet46_launch","url":"https://www.anthropic.com/news/claude-sonnet-4-6","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_opus47_launch","url":"https://www.anthropic.com/news/claude-opus-4-7","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_opus48_launch","url":"https://www.anthropic.com/news/claude-opus-4-8","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_fable5_launch","url":"https://www.anthropic.com/news/claude-fable-5-mythos-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_haiku3_launch","url":"https://www.anthropic.com/news/claude-3-haiku","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_sonnet35_launch","url":"https://www.anthropic.com/news/claude-3-5-sonnet","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_sonnet35_oct_launch","url":"https://www.anthropic.com/news/3-5-models-and-computer-use","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"Dated publisher announcement inspected; only explicitly stated prices/limits used."},{"id":"audit_anthropic_sonnet55_launch","url":"https://www.anthropic.com/claude-sonnet-5-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"September28 launch prices2/10. Cache-read prose now says0.10; datedOctober7 change establishes original0.20, so do not backdate current cache prose."},{"id":"audit_anthropic_haiku55_launch","url":"https://www.anthropic.com/claude-haiku-5-5","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"October7 launch tariff table includes two prompt-length tiers and cache read/write rates."},{"id":"audit_anthropic_nov2023_pricing","url":"https://www-cdn.anthropic.com/1b1ea2c43d8dd058f6a331a8097e05ea40d626c6/model_pricing_nov2023.pdf","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"One-page table linked by November21,2023 Claude2.1 announcement: Claude2.0 and2.1 8/24 with100K/200K context. Instant row lacks exact version; not assigned."},{"id":"audit_anthropic_context_ga","url":"https://claude.com/resources/articles/1m-context-ga","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_dated_publisher_evidence","notes":"March13,2026 standard1M context prices5/25 Opus4.6 and3/15 Sonnet4.6; does not state output cap."},{"id":"inventory_cohere_command_r","url":"https://docs.cohere.com/docs/command-r","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact API model ID, standard input/output prices, context and maximum output explicitly listed. Context treated conservatively as combined."},{"id":"inventory_cohere_command_r_plus","url":"https://docs.cohere.com/docs/command-r-plus","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact API model ID, standard input/output prices, context and maximum output explicitly listed. Context treated conservatively as combined."},{"id":"inventory_cohere_command_a","url":"https://docs.cohere.com/docs/command-a","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact API model ID, standard input/output prices, context and maximum output explicitly listed. Context treated conservatively as combined."},{"id":"inventory_cohere_command_r7b","url":"https://docs.cohere.com/docs/command-r7b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact API model ID, standard input/output prices, context and maximum output explicitly listed. Context treated conservatively as combined."},{"id":"inventory_cohere_command_a_plus","url":"https://docs.cohere.com/docs/command-a-plus","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official page describes free access until rate limits; production through sales/Model Vault. No public metered production rate established."},{"id":"inventory_cohere_command_a_reasoning","url":"https://docs.cohere.com/docs/command-a-reasoning","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official page describes free access until rate limits; production through sales/Model Vault. No public metered production rate established."},{"id":"inventory_cohere_command_a_vision","url":"https://docs.cohere.com/docs/command-a-vision","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official page describes free access until rate limits; production through sales/Model Vault. No public metered production rate established."},{"id":"inventory_cohere_command_a_translate","url":"https://docs.cohere.com/docs/command-a-translate","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official page describes free access until rate limits; production through sales/Model Vault. No public metered production rate established."},{"id":"inventory_cohere_catalog","url":"https://docs.cohere.com/docs/models","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact IDs, live/deprecated status and North evaluation/deployment options. Old Command R March and R+ April versions deprecated September 15, 2025; current successor prices not inherited."},{"id":"inventory_mistral_prices","url":"https://docs.mistral.ai/inference/pricing","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current standard USD input/cached-input/output table, with dated exact model documentation for Ministral 25.12. No former-version price inheritance."},{"id":"inventory_mistral_limits","url":"https://docs.mistral.ai/resources/known-limitations","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Model context table explicitly counts input plus output. Ministral 3 3B/8B/14B and Small 4:256K; no numerical maximum output established here."},{"id":"tokenomics_google_pricing_20261111","url":"https://aistudio.google.com/docs/pricing","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"9170bacb40a6a16d05d650d6627829d5439f50f65a1692c7782ea7b3e3c3911d","bytes":108211,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_pricing_20261111.html","notes":"Actual November 11 observation. Only tariffs effective by this observation are used; scheduled December/January prices excluded."},{"id":"tokenomics_google_caching_20261111","url":"https://aistudio.google.com/docs/caching","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"1a523b6668c02c69c6fee1343f05f61277211178047b52afa515d36cc217e9ff","bytes":2326,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_caching_20261111.html","notes":""},{"id":"tokenomics_google_thinking_20261111","url":"https://aistudio.google.com/docs/thinking","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"a86c8f81ac59df743e6f5d915393303fec5ad92ad576eb1935b2dbca0bdd28c0","bytes":35338,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_thinking_20261111.html","notes":""},{"id":"tokenomics_google_long_decode_20261111","url":"https://aistudio.google.com/docs/long-decode","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"501a679d1acda0295e5df0b261b5779629153c3a30cd43d15eb0156e0658069a","bytes":23662,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_long_decode_20261111.html","notes":""},{"id":"tokenomics_google_gemini_3_1_flash_lite_20261111","url":"https://aistudio.google.com/docs/models/gemini-3.1-flash-lite","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"6cb12adc625e9e233705885026b45d90da99202d5a462fb1aab8982eb9e0d859","bytes":10573,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_3_1_flash_lite_20261111.html","notes":""},{"id":"tokenomics_google_gemini_3_5_flash_lite_20261111","url":"https://aistudio.google.com/docs/models/gemini-3.5-flash-lite","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"1fa63af9bc0e2210f738df56d87af2ddee99c05556abd959aa60ce385be06a42","bytes":4597,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_3_5_flash_lite_20261111.html","notes":""},{"id":"tokenomics_google_gemini_3_6_flash_20261111","url":"https://aistudio.google.com/docs/models/gemini-3.6-flash","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"bd892d648cc2b37ce4e1666746179b8a0d4c315f7533f1d60d1367eddc79beb2","bytes":4774,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_3_6_flash_20261111.html","notes":""},{"id":"tokenomics_google_flash8b_launch","url":"https://developers.googleblog.com/en/gemini-15-flash-8b-is-now-generally-available-for-use/","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_dated_announcement","sha256":"6a2ef67a18b6445fa846c8a08e2501974bcdaca1453b803430feb0c36c8f6803","bytes":38643,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_flash8b_launch.html","notes":"Publication date 2024-10-03."},{"id":"tokenomics_google_flash_aug12","url":"https://developers.googleblog.com/gemini-15-flash-updates-google-ai-studio-gemini-api/","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_dated_announcement","sha256":"e41a1ea8e606f8a13daf77f9e9919994bc56436e499f8314288a2c5b79193087","bytes":41757,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_flash_aug12.html","notes":"Publication date 2024-08-08."},{"id":"tokenomics_google_flash25lite_ga","url":"https://developers.googleblog.com/en/gemini-25-flash-lite-is-now-stable-and-generally-available/","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_dated_announcement","sha256":"8caf570bce10691765fb35caa4a807d0940deb99ded7957f3512862498918366","bytes":39772,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_flash25lite_ga.html","notes":"Publication date 2025-07-22."},{"id":"tokenomics_google_flash3_launch","url":"https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-3-flash/","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_dated_announcement","sha256":"82ca8d926db36e65d86f235b3796e23892f908d42dfb3176b338666fda3abc90","bytes":370546,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_flash3_launch.html","notes":"Publication date 2025-12-17."},{"id":"tokenomics_google_flash_aug12_graphic","url":"https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Gemma_BlogGraphs_01_202408808_v3.original.png","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_dated_announcement","sha256":"4d060a0f8189742499e8b79a1139003f9e8c8952e3353e01aef221323ac408d3","bytes":325240,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_flash_aug12_graphic.png","notes":"Embedded in August 8 dated post; visually inspected. Effective August 12. Exact <=128K boundary; old prices crossed out."},{"id":"tokenomics_google_gemini_2_5_pro_20261111","url":"https://aistudio.google.com/docs/models/gemini-2.5-pro","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"f8f918a9cecaad5a6a7520144a0c0cb88edc550906d7cc2582331077fb3da57f","bytes":4839,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_2_5_pro_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_2_5_flash_20261111","url":"https://aistudio.google.com/docs/models/gemini-2.5-flash","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"b28e8b5e103ed7b7c8d54f9d28d2a06e979a29d48aab571d83d14ae55b69ec65","bytes":5018,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_2_5_flash_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_2_5_flash_lite_20261111","url":"https://aistudio.google.com/docs/models/gemini-2.5-flash-lite","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"d499704d1eb2d371c42f7c232b628265b71ad40f2bced14280aced231af8c438","bytes":4726,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_2_5_flash_lite_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_3_1_pro_preview_20261111","url":"https://aistudio.google.com/docs/models/gemini-3.1-pro-preview","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"9e032a3577fe401ba54482bd9db33d9bb8cf7346fe3ce72540dfc7895d4c6968","bytes":5184,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_3_1_pro_preview_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_3_8_flash_20261111","url":"https://aistudio.google.com/docs/models/gemini-3.8-flash","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"c61d2a686d486598f31f6746a4fbacf71b8293295d54ec0cd004a15b898f0099","bytes":4471,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_3_8_flash_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_4_argon_20261111","url":"https://aistudio.google.com/docs/models/gemini-4-argon","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"daae9ace438f871d46f1a7509bac670e7530217f19ab1cab53a7cc774d3203ef","bytes":5058,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_4_argon_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"tokenomics_google_gemini_4_carbon_20261111","url":"https://aistudio.google.com/docs/models/gemini-4-carbon","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_documentation","sha256":"eaec9eeec2cc6762b304ef3e1e023c6fa3c719fbbab65667aae40ae0594d953b","bytes":4846,"evidence_path":"data/review_evidence/2026-11-11/tokenomics_google_gemini_4_carbon_20261111.html","notes":"Fresh November 11 verification of exact model identity and token limits."},{"id":"asia_alibaba_pricing_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/model-pricing","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official USD regional API tariffs. K=1000. A request selects a tier by its total input length; that tier prices all its tokens. Current evidence is not launch pricing.","sha256":"5e9b2199ddea227efd805620d688ffc2e0086f6b09f432a3ab3cfd74319ca075","bytes":508597,"local_path":"data/review_evidence/2026-11-11/asia_alibaba_pricing_20261111.html"},{"id":"asia_tencent_tokenhub_pricing_20261111","url":"https://intl.cloud.tencent.com/document/product/1300/78937","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Singapore USD table; Hy4 temporary 50% discount ends 2026-12-31 23:59:59 Beijing Time. Hy4-preview excluded from this discount notice."},{"id":"asia_tencent_tokenhub_limits_20261111","url":"https://intl.cloud.tencent.com/document/product/1300/78934","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact Hy4 and Hy4-preview rows; rounded K/M normalized decimally."},{"id":"asia_baidu_qianfan_pricing_20261111","url":"https://cloud.baidu.com/doc/qianfan-docs/s/Jm8r1826a","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"CNY-only ERNIE-5.1 evidence; no FX conversion."},{"id":"asia_volcengine_ark_pricing_20261111","url":"https://docs.volcengine.com/docs/ark/model-pricing?lang=zh","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official CNY regular online tariff; commercial variant identities must not be conflated with generic Seed family records."},{"id":"asia_volcengine_evolving_20261111","url":"https://docs.volcengine.com/docs/ark/latest-model?lang=zh","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Rolling doubao-seed-evolving alias; not exact Seed2.1 identity."},{"id":"asia_volcengine_lakeai_unavailable_20261111","url":"https://docs.volcengine.com/docs/LakeAIService/Largemodelbilling?lang=en","retrieved_on":"2026-11-11","status":"page_shell_only","source_type":"primary_documentation","notes":"Original page returned shell/title only; usable Ark pricing retrieved separately."},{"id":"asia_alibaba_qwen3_5_397b_a17b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-5-397b-a17b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_5_122b_a10b_20261111","url":"https://help.aliyun.com/en/model-studio/qwen3-5-122b-a10b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_5_27b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-5-27b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_5_35b_a3b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-5-35b-a3b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_6_35b_a3b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-6-35b-a3b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_6_27b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-6-27b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. Price authority is separate international USD price table; domestic CNY is not converted."},{"id":"asia_alibaba_qwen3_8_2_4t_a95b_20261111","url":"https://www.alibabacloud.com/help/en/model-studio/qwen3-8-2-4t-a95b","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact endpoint serving limits. 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Effective observation date is the archive capture, not an inferred launch or price-change date.","local_path":"data/review_evidence/2026-11-11-five/five_google_archive_20260813181124.html"},{"id":"five_google_archive_20240828000232","url":"https://web.archive.org/web/20240828000232id_/https://ai.google.dev/gemini-api/docs/models/experimental-models","original_url":"https://ai.google.dev/gemini-api/docs/models/experimental-models","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_publisher_archived_document","archive_timestamp":"20240828000232","sha256":"7f0d8ba4f352d65db7f4e781c03d3547baeb3e9a971de7132f012c0da4037c8a","bytes":87255,"notes":"Archived official Google content. Effective observation date is the archive capture, not an inferred launch or price-change date.","local_path":"data/review_evidence/2026-11-11-five/five_google_archive_20240828000232.html"},{"id":"five_google_archive_20250206172856","url":"https://web.archive.org/web/20250206172856id_/https://ai.google.dev/gemini-api/docs/models/experimental-models","original_url":"https://ai.google.dev/gemini-api/docs/models/experimental-models","retrieved_on":"2026-11-11","status":"retrieved","source_type":"primary_publisher_archived_document","archive_timestamp":"20250206172856","sha256":"047f515f3187827237598267dd869fb6185979c52213ccc30a045ed42bab7a1e","bytes":141428,"notes":"Archived official Google content. Effective observation date is the archive capture, not an inferred launch or price-change date.","local_path":"data/review_evidence/2026-11-11-five/five_google_archive_20250206172856.html"},{"id":"amx_anthropic_context_current","url":"https://platform.claude.com/docs/en/build-with-claude/context-windows","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Explicit definition includes request and generated output; current observation only; no arithmetic-derived maximum input."},{"id":"amx_anthropic_models_current","url":"https://platform.claude.com/docs/en/models/overview","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current table retains Opus4, Opus4.1 and Sonnet4 limits. Retired API documentation, not a launch-date capture."},{"id":"amx_aws_claude_output_beta","url":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-anthropic-claude-messages-request-response.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Claude3.7 128K requires output-128k-2025-02-19 beta."},{"id":"amx_anthropic_migration_current","url":"https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official migration guide lists removal of legacy extended-output beta header; Claude3.7 retired."},{"id":"amx_datarobot_11_1_gateway","url":"https://docs.datarobot.com/11.1/en/docs/reference/gen-ai-ref/genai-consider.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Versioned DataRobot11.1 first-party gateway configuration table. Provider-specific integration limits, not an Anthropic launch snapshot or universal API limits. Upstream Vertex model-page links now404. Nov11 observation; no historical effective date inferred from version."},{"id":"amx_aws_haiku3_card","url":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-3-haiku.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current provider model card:200K context,4K output. Decimal normalization preserves publisher rounding; not inferred4096. Remaining regional retirement dates Nov13/Nov27 2026."},{"id":"amx_aws_llama3_card","url":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-3-70b-instruct.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Bedrock current model card advertises8K context/8K output. Invoke request protocol separately caps max_gen_len at2048; preserve protocol distinction."},{"id":"amx_aws_llama405_card","url":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-3-1-405b-instruct.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Bedrock model retiredJuly7 2026. Current retained card states128K context/4K output. Do not infer launch-date limits."},{"id":"amx_aws_llama_invoke_parameters","url":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-meta.html","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Explicit max_gen_len maximum2048 for Invoke/InvokeModelWithResponseStream. Applies chosenLlama3 Invoke route; no inference to Converse."},{"id":"amx_aws_llama3_published_tariff","url":"https://aws.amazon.com/cn/campaigns/goglobal-mall/easily-build-ai-writing-applications/","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Official AWS overseas-region marketing table quotesLlama3 70B USD0.00265/1000input,0.0035/1000output. Tariff region not specified; not a dated launch price. Published quote observedNov11; current billability not independently checked."},{"id":"amx_meta_wonder_launch_price","url":"https://dev.meta.ai/resources/blog/build-with-muse-wonder","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"DatedOct12 2026 developer launch article explicitly statesUSD4input/20output perM. Current embedded widgets are not backdated."},{"id":"amx_meta_wonder_pricing","url":"https://dev.meta.ai/docs/pricing-rate-limits","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current exact muse-wonder-1.0 USD4input/20output/0.20cached input. No long-context surcharge; Contributor mode unavailable forWonder."},{"id":"amx_meta_wonder_model","url":"https://dev.meta.ai/docs/muse-wonder","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current exactAPI endpoint muse-wonder-1.0, context1048576. Wonder Full separate subscription-only product; not included."},{"id":"amx_meta_wonder_responses","url":"https://dev.meta.ai/docs/protocols/responses","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Input tokens +max_output_tokens must fit window. Output includes reasoning; a configured model maximum exists but numerical maximum is not stated. Do not label no_separate_cap."},{"id":"amx_meta_wonder_reasoning","url":"https://dev.meta.ai/docs/reasoning","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Reasoning consumes output budget and billed output tokens."},{"id":"amx_anthropic_early_pricing_pdf","url":"https://www-cdn.anthropic.com/b0d46f8c8e2f4cca2833c17cb68435035c0bb5a9/apr-pricing-tokens_2023-05-10-213025_tnty.pdf","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Linked from current March14 2023 introduction article. PDF currently statesClaude-v1 9K/11.02/32.68 andClaudeInstant9K/1.63/5.51. Filename timestamp alone does NOT establish effective date. Undated historical evidence only, no launch tariff inferred."},{"id":"amx_anthropic_july_pricing_pdf","url":"https://www-cdn.anthropic.com/90df03aed08b794ab03c5a7bf28b2ad9cf26cf3c/model_pricing_july2023.pdf","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current Aug9 2023 Instant1.2 announcement links thisPDF:ClaudeInstant100K/1.63/5.51,Claude2 100K/11.02/32.68;Claude1 sameClaude2price. Mutable link and filename do not establish historical effective date. Retrospective evidence observedNov11."},{"id":"amx_oracle_grok3","url":"https://docs.oracle.com/en-us/iaas/Content/generative-ai/xai-grok-3.htm","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"OracleOCI exactGrok3 context131072 shared prompt+response;16000output is explicitly Playground only, not APImaximum. RetiredAug15 2026."},{"id":"amx_oracle_grok3mini","url":"https://docs.oracle.com/en-us/iaas/Content/generative-ai/xai-grok-3-mini.htm","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"OracleOCI exactGrok3mini context131072 shared prompt+response;16000output is explicitly Playground only. RetiredAug15 2026; numericAPIoutputcap not stated."},{"id":"amx_xai_alias_retirement","url":"https://docs.x.ai/developers/migration/may-15-retirement","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Grok3/Grok4-0709 retiredMay15 2026 and aliases route tosuccessor; do not inherit successor prices/limits."},{"id":"amx_xai_release_notes","url":"https://docs.x.ai/developers/release-notes","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"DatedGrok4.5 July8 2026 launch2/6;4.6/4.7 explicitly500K context and no textoutputlimit. Grok4.20 release entry lacks exact APIvariant pricing/limits."},{"id":"amx_fireworks_405_status","url":"https://fireworks.ai/models/fireworks/llama-v3p1-405b-instruct","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact405BInstruct weights referenced. Serverless unsupported; on-demand dedicatedGPU deployment only. No per-token tariff available."},{"id":"amx_oracle_price_list","url":"https://www.oracle.com/cloud/price-list/","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current table no longer listsGrok3/mini; numeric price cells unavailable in fetchedpage. No old prices recovered."},{"id":"amx_meta_together_maverick_quote","url":"https://www.together.ai/models/llama-4-maverick","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8 endpoint, USD0.27input/0.85output perM, quantizationFP8. Page labels deploymentDedicated and disagrees internally about context:524288 in modelcard vs1048K summary. Current serverless catalog omits model. Published quote only; not verified currently callable serverless tariff."},{"id":"amx_meta_together_serverless_catalog","url":"https://docs.together.ai/docs/serverless/models","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Current serverless catalog contains neither Maverick nor405B; do not turn stale/catalog model-page quote into current serverless availability."},{"id":"amx_meta_maverick_instruct_lineage","url":"https://huggingface.co/api/models/meta-llama/Llama-4-Maverick-17B-128E-Instruct","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Publisher cardData.base_model explicitly meta-llama/Llama-4-Maverick-17B-128E. This substantiates instruction-tuned derivative relationship, NOT identical weights. Revision73d14711bcc77c16df3470856949c3764056b617."},{"id":"amx_meta_maverick_fp8_card","url":"https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Meta publisher FP8 checkpoint, explicitly released BF16/FP8 quantized Maverick. Together links this exact checkpoint. HF metadata base_model is self-referential and therefore is not used as evidence of base-to-instruct lineage; Instruct publisher metadata provides that separate link."},{"id":"amx_meta_fireworks_maverick_status","url":"https://fireworks.ai/models/fireworks/llama4-maverick-instruct-basic","retrieved_on":"2026-11-11","status":"retrieved_via_web_tool","source_type":"primary_documentation","notes":"Exact hosted Instruct mapping to Meta HF checkpoint; dedicatedGPU deployment only andServerlessNotSupported. 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