Sysprobs DataInteractive tool
LLM API Price Explorer
API list prices per 1M tokens, March 2023 to November 2026. Vendors: OpenAI, Anthropic, Google, Mistral AI, DeepSeek and xAI. Each price traces to a pricing page, a Wayback Machine snapshot or a vendor announcement. Pick vendors, input or output price and a model tier. Hover or tab to a point to see the model name as the vendor wrote it, the date observed and the source.
Step line chart of USD list prices per 1M tokens by observed date, one line per model family, coloured by vendor. The table below the chart lists the same model families with launch and latest prices.
Keyboard: Tab into the chart. Left and Right step through a family's observations. Up and Down switch family. Home and End jump to the first or last point. Escape hides the details. On small screens the chart scrolls sideways.
Model families in this view
| Sources |
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Methodology, assumptions and sources
Data as of 2026-11-03. Data version 5. Prices are as shown on the vendor's pricing page on the date given for each point: 2026-10-07 for the live pages, the capture date for Wayback Machine snapshots. Three vendor announcement posts add dated figures. The OpenAI table rows of 2026-10-07 were read on 2026-10-09 from the capture of that day, and the DeepSeek change log (S38b) was read on 2026-10-09. On 2026-10-20 all six vendors' live pages were read again. A model has a point on 2026-10-20 only where a vendor page showed something new that day. Those are Claude Haiku 5.5, the Claude Sonnet 5.5 row (its cache price changed), Gemini 4 Argon, and the two OpenAI life sciences models (one new, one moved). Every other price on the pages was unchanged, so its latest point stays on 2026-10-07. On 2026-11-03 the live pages were read again. A model has a point on 2026-11-03 only where a vendor page showed something new that day. Those are OpenAI gpt-6.1-terra, gpt-6-rosalind and the promotional gpt-6-astra-law, Mistral Large 4 (a new price) and the Gemini 3.5 Flash-Lite Batch caching price. Two third-party models that Mistral hosts have host rows that are not published. Every other price was unchanged, so its latest point stays on its earlier date.
What the chart shows
- Vendor list prices in USD per 1M tokens at the standard pay-as-you-go rate and short context. Input and output are separate views.
- One line per model family. A family is one model generation: preview and GA releases, dated snapshots and the alias that points to them. Example: family gpt-4o holds gpt-4o, gpt-4o-2024-05-13, gpt-4o-2024-08-06 and gpt-4o-2024-11-20. Point details show the model name exactly as the vendor wrote it.
- The line follows the cheapest model in the family on each observed date. A hollow point is another model in the same family listed at a higher price on that date.
- A point is the date of a snapshot or announcement, not the day a price changed. The line steps at the later snapshot, because the change took effect at some time between the two captures.
- 2023 prices quoted per 1K tokens were multiplied by 1,000. No price is rounded. No exchange rate is applied, so Mistral AI's EUR and DeepSeek's CNY prices are not drawn.
- One rule: the series value is the list price in effect on the observation date. Promotions and scheduled changes appear as notes with their dates in the dataset and are not chart values. Examples: DeepSeek's off-peak rate and its 2025 deepseek-chat discount; Mistral Large 4's sale price; OpenAI gpt-5.6-sol, which the page shows only at a promotional price, so it has no chart value. Google listed Gemini 3.6, 3.7 and 3.8 Flash at $0.75 input and $3.75 output through 2026-12-31 and at $1.50 and $7.50 from 2027-01-01. The chart shows $0.75 and $3.75 on 2026-10-07; the 2027 price is a scheduled change and is not drawn. Mistral Large 4 showed a sale price until 2026-10-20 and shows one price on 2026-11-03. Gemini 4 Argon is listed at $2.00 input and $10.00 output through 2026-11-30, then $4.00 and $20.00 from 2026-12-01. The chart shows $2.00 and $10.00 on 2026-10-20. The December price is a scheduled change and is not drawn.
- Closed to new customers: where the vendor's own deprecations page says only existing users can use a model, the point has a dashed outline and the table says so. OpenAI did this for gpt-4-32k, gpt-4-vision-preview and three gpt-3.5-turbo snapshots in 2024. Google did it for Gemini 2.5 Pro, 2.5 Flash and 2.5 Flash-Lite, seen on the page on 2026-10-07 and again on 2026-10-20 and 2026-11-03. The quarter-end tier series never use such a model. Models with no such statement on a page that records them are open; for other dates and vendors the status is unknown.
- Percent change = (latest price - launch price) / launch price x 100, rounded to one decimal place. A family seen only once shows 0.0%.
- Release dates come from model ID date suffixes, dates stated by the vendor, version numbers that encode the month, or announcement posts. Retirement dates come from vendor deprecation pages. A blank means the source ledger holds no date. A retirement date after 2026-11-03 is a scheduled shutdown. The Released column names the basis of each start date. The bases are a launch post and a model ID date suffix (a build date that can come before public availability). The others are the release date column of the vendor's deprecations page and a version number that encodes a month. Gemini 3.5 Flash and 3.7 Flash are no longer on Google's pricing page (2026-10-20 and 2026-11-03); their earlier points stay and no retirement date is recorded. Mistral Large 3 is no longer on Mistral's pricing page (2026-11-03); Mistral's model table lists its retirement for 2027-04-30. OpenAI's deprecations page records the shutdown of gpt-4, gpt-4-turbo, gpt-3.5-turbo, gpt-4.1-nano, o1, o3-mini and o4-mini on 2026-10-23.
Not included
- Host and reseller prices: OpenRouter, Together AI, Amazon Bedrock and Azure OpenAI. Llama has no first-party API price, so it is not in the chart.
- Secondary analyses (Epoch AI, arXiv) and the derived quarter-end series.
- Batch, flex, fast, cached input, cache write, priority, long context, off-peak and promotional prices, scheduled future prices, fine-tuning, search and storage fees.
- Negotiated, committed-use and enterprise rates, free tiers and regional uplifts.
- Per-token prices are not per-text prices. Tokenizers differ by vendor and by model generation.
Tier definitions
Frontier and small follow each vendor's own naming. "All models" adds models neither tier covers, such as OpenAI o-series reasoning models, pro and specialised variants, and Mistral AI's open and edge models.
| Vendor | Frontier tier | Small tier |
|---|---|---|
| OpenAI | GPT-branded text models with no size suffix or with the sol or astra suffix. Excluded: o-series, pro, terra (mid tier) and specialised models. | GPT-3.5 Turbo and the mini, nano and luna models. |
| Anthropic | Opus-branded models plus Fable, and Claude 2 and 2.1 before Opus existed (gated Mythos models excluded; Sonnet is the mid tier). | Instant and Haiku. |
| Pro-branded text models from Gemini 1.5 onward (1.0 Pro excluded as already superseded on the first capture) and Gemini 4 Argon (editorial choice of 2026-10-22). | Flash, Flash-8B and Flash-Lite text models (Live, native audio, image, speech, robotics and computer-use variants excluded). | |
| Mistral AI | Mistral Large of any generation at the original price (Medium is the mid tier). | Mistral Small of any generation (Ministral edge models and the open 7B, NeMo and Mixtral models excluded). |
| DeepSeek | deepseek-reasoner and deepseek-v4-pro at the peak rate. | deepseek-chat and deepseek-flash at the peak rate. |
| xAI | Grok 3, Grok 4 and Grok 4.7 (non-mini, non-code; models only in the page's model registry are flagged and excluded). | grok-3-mini. |
Sources
Every point carries one of these keys. Keys whose last column says "dates only" supply release or retirement dates. The companion page lists the same sources with their retrieval dates.
| Key | Publisher | Page | Published or captured | Dates used in the chart |
|---|---|---|---|---|
| S01 | OpenAI | API pricing (developers.openai.com/api/docs/pricing), live; table data from the Wayback Machine snapshot of 2026-10-07, checked against the live page on 2026-10-09, 2026-10-20 and 2026-11-03 | not stated (live page carries no publication date) | 2026-10-07, 2026-10-20, 2026-11-03. |
| S02 | OpenAI via Wayback | openai.com/pricing snapshot | 2023-03-15 | 2023-03-15. |
| S03 | OpenAI via Wayback | openai.com/pricing snapshot | 2023-07-31 | 2023-07-31. |
| S04 | OpenAI via Wayback | openai.com/pricing snapshot | 2023-11-14 | 2023-11-14. |
| S05 | OpenAI via Wayback | openai.com/pricing snapshot | 2024-03-01 | 2024-03-01. |
| S06 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2024-05-31 | 2024-05-31. |
| S07 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2024-08-31 | 2024-08-31. |
| S08 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2024-12-14 | 2024-12-14. |
| S09 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2025-04-19 | 2025-04-19. |
| S10 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2025-07-02 | 2025-07-02. |
| S11 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2025-08-31 | 2025-08-31. |
| S12 | OpenAI via Wayback | openai.com/api/pricing snapshot (Jan 2026 captures were 403 shells; Dec 2025 used) | 2025-12-14 | 2025-12-14. |
| S13 | OpenAI via Wayback | openai.com/api/pricing snapshot | 2026-06-01 | 2026-06-01. |
| S14 | OpenAI | Deprecations (developers.openai.com/api/docs/deprecations), live | not stated (live page; most recent entry dated 2026-10-14, also on 2026-11-03) | dates only (release or retirement). |
| S15 | Anthropic | claude.com/pricing (live) and platform.claude.com pricing docs (S15b) | not stated (live page carries no publication date) | 2026-10-07, 2026-10-20. |
| S16 | Anthropic via Wayback | Model Pricing PDF (model_pricing_july2023.pdf), redirect target of anthropic.com/pricing | 2023-07 (PDF title); snapshot 2023-09-13 | 2023-09-13. |
| S17 | Anthropic via Wayback (plus S17b news post) | anthropic.com/api snapshot (Dec 2023 request redirected to 2024-03-04 capture); Claude 2.1 announcement | 2024-03-04 (snapshot); 2023-11-21 (post) | 2024-03-04. |
| S18 | Anthropic via Wayback | anthropic.com/api#pricing snapshot | 2024-03-15 | 2024-03-15. |
| S19 | Anthropic via Wayback | anthropic.com/pricing snapshot (empty shell) and docs.anthropic.com models page (S19b) | 2024-07-17 (shell); 2024-07-19 (docs) | 2024-07-19. |
| S20 | Anthropic via Wayback | anthropic.com/pricing snapshot (empty shell), docs models page 2024-11-20 (S20b) and 2025-01-07 (S20c) | 2024-11-14 (shell); 2024-11-20; 2025-01-07 | 2024-11-20, 2025-01-07. |
| S21 | Anthropic via Wayback | anthropic.com/pricing snapshot (names only) and docs all-models page (S21b) | 2025-03-14 (shell); 2025-03-20 (docs) | 2025-03-20. |
| S22 | Anthropic via Wayback | anthropic.com/pricing snapshot | 2025-06-14 | 2025-06-14. |
| S23 | Anthropic via Wayback | claude.com/pricing snapshot | 2025-10-04 | 2025-10-04. |
| S24 | Anthropic via Wayback | claude.com/pricing snapshot | 2026-03-02 | 2026-03-02. |
| S25 | Gemini Developer API pricing (ai.google.dev), live | not stated on the 2026-11-03 copy (2026-10-20 copy: "Last updated 2026-10-19 UTC."; 2026-10-07 copy: "Last updated 2026-10-07 UTC.") | 2026-10-07, 2026-10-20, 2026-11-03. | |
| S26 | Google via Wayback | ai.google.dev/pricing snapshot | 2024-05-30 | 2024-05-30. |
| S27 | Google via Wayback | ai.google.dev/pricing snapshot | 2024-08-29 | 2024-08-29. |
| S28 | Google via Wayback | ai.google.dev/pricing snapshot | 2024-12-03 | 2024-12-03. |
| S29 | Google via Wayback | ai.google.dev/gemini-api/docs/pricing snapshot | 2025-04-30 | 2025-04-30. |
| S30 | Google via Wayback | ai.google.dev/gemini-api/docs/pricing snapshot | 2025-07-31 | 2025-07-31. |
| S31 | Google via Wayback | ai.google.dev/gemini-api/docs/pricing snapshot | 2025-12-31 | 2025-12-31. |
| S32 | Google via Wayback | ai.google.dev/gemini-api/docs/pricing snapshot | 2026-05-31 | 2026-05-31. |
| S33 | Mistral AI | mistral.ai/pricing (live, plan pricing only), docs.mistral.ai/models (S33b) and docs.mistral.ai/inference/pricing (S33c) | not stated (live page carries no publication date) | 2026-10-07, 2026-11-03. |
| S34 | Mistral AI via Wayback | docs.mistral.ai/platform/pricing snapshot | 2024-02-29 | 2024-02-29. |
| S35 | Mistral AI via Wayback | mistral.ai/technology snapshot (pricing table) | 2024-09-19 | 2024-09-19. |
| S36 | Mistral AI via Wayback | mistral.ai/pricing snapshot | 2025-05-31 | 2025-05-31. |
| S38 | DeepSeek | Models & Pricing (api-docs.deepseek.com), live; Change Log (S38b) | not stated (live page carries no publication date) | 2026-10-07. |
| S39 | DeepSeek via Wayback | platform.deepseek.com/api-docs/pricing snapshot | 2024-05-28 | 2024-05-28. |
| S40 | DeepSeek via Wayback | api-docs.deepseek.com/quick_start/pricing snapshot | 2025-01-24 | 2025-01-24. |
| S41 | DeepSeek via Wayback | api-docs.deepseek.com/quick_start/pricing snapshot | 2025-09-10 | 2025-09-10. |
| S42 | DeepSeek via Wayback | api-docs.deepseek.com/quick_start/pricing snapshot | 2026-03-01 | 2026-03-01. |
| S43 | xAI | Grok Models & Pricing (docs.x.ai/developers/models), live | 2026-09-21 (page "Last updated", unchanged on 2026-10-20 and 2026-11-03) | 2026-10-07. |
| S45 | xAI via Wayback | docs.x.ai/docs/models snapshot | 2025-09-11 | 2025-09-11. |
| S55 | Anthropic | Model deprecations (platform.claude.com docs), live | not stated (live page; most recent entry dated 2026-09-30, also on 2026-10-20 and 2026-11-03) | dates only (release or retirement). |
| S56 | Gemini deprecations (ai.google.dev), live | not stated on the 2026-11-03 copy (2026-10-20 copy: "Last updated 2026-10-20 UTC."; 2026-10-07 copy: "Last updated 2026-10-07 UTC.") | dates only (release or retirement). | |
| S57 | OpenAI via Wayback | New models and developer products announced at DevDay (blog) | 2023-11-06 | 2023-11-06. |
| S58 | Anthropic | Introducing computer use, a new Claude 3.5 Sonnet, and Claude 3.5 Haiku (news, with 2024-12-03 price update) | 2024-10-22 (updated 2024-12-03) | 2024-12-03. |
| S60 | Anthropic | Introducing the next generation of Claude (news, Claude 3 launch announcement) | 2024-03-04 (page date and article:published_time) | dates only (release or retirement). |
Ledger keys not used here:
- S37, Mistral AI via Wayback: snapshot without an API price table.
- S44, xAI via Wayback: empty snapshot.
- S46, Together AI (host): host price (Together AI).
- S47, Fireworks AI (host): host, no token price on the page.
- S49, Amazon Web Services (host): host price (Amazon Bedrock).
- S50, Microsoft (host): host price (Azure OpenAI).
- S51, Epoch AI (secondary): secondary analysis (Epoch AI).
- S52, arXiv, Mingdeng Du (secondary): secondary analysis (arXiv).
- S53, OpenRouter (secondary, host aggregator): host aggregator (OpenRouter).
- S54, OpenRouter (secondary, host aggregator): host aggregator (OpenRouter).
Read the key findings, charts and full methodology on the companion page: LLM API Price History Tracker.
