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Best model / capability
Long context: the best models
Models with large context windows for long documents and repos.
How this page ranks
- Ranked by the Intelligence Index (Artificial Analysis, through OpenRouter), highest first. Ties go to the lower blended price.
- Long context is a capability, not a job: these are models tagged long-context on their record.
- Each model must list text output on OpenRouter or on its own record.
- Prices and scores come from the market tables only, each with the day it is for. The price on a model's own record is not used.
- Missing data never ranks. A model with no confirmed score in the last 30 days or unknown inputs and outputs is listed apart, with the reason. Price is shown when one is confirmed, and is not needed to rank.
Market data as of 10 Nov 2026. Prices: OpenRouter models API (official). Score: Artificial Analysis, through OpenRouter (third-party).
Ranked: 210 of 694 models
Cheapest for long context →| # | Model | Intelligence Index | Score date | Blended / 1M | Price date |
|---|---|---|---|---|---|
| 1 |  Claude Fable 5.2Anthropic | 64.6 | 10 Nov 2026 | $16.00 | 10 Nov 2026 |
| 2 |  Gemini 4 CarbonGoogle | 60.0 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 3 | Claude Opus 5.5Anthropic | 59.1 | 10 Nov 2026 | $8.00 | 10 Nov 2026 |
| 4 |  GPT-6 AstraOpenAI | 56.9 | 10 Nov 2026 | $20.00 | 10 Nov 2026 |
| 5 | GPT-6.1 SolOpenAI | 54.6 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 6 | Claude Sonnet 5.5Anthropic | 54.5 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 7 | GPT-6.1 TerraOpenAI | 51.3 | 10 Nov 2026 | $2.00 | 10 Nov 2026 |
| 8 | Gemini 4 ArgonGoogle | 50.4 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 9 | Claude Fable 5.1Anthropic | 50.0 | 10 Nov 2026 | $20.00 | 10 Nov 2026 |
| 10 | Claude Fable 5Anthropic | 49.6 | 26 Oct 2026 | $20.00 | 10 Nov 2026 |
| 11 | GPT-5.6 SolOpenAI | 47.0 | 26 Oct 2026 | $8.00 | 10 Nov 2026 |
| 12 |  Kimi K3.1 ProMoonshotai | 46.5 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 13 | GPT-6 SolOpenAI | 44.2 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 14 | Claude Opus 5Anthropic | 44.2 | 10 Nov 2026 | $10.00 | 10 Nov 2026 |
| 15 |  Muse WonderMeta | 43.6 | 10 Nov 2026 | $8.00 | 10 Nov 2026 |
| 16 | Claude Opus 4.8Anthropic | 41.8 | 26 Oct 2026 | $10.00 | 10 Nov 2026 |
| 17 | ILing 3.1 FlashInclusionai | 41.1 | 26 Oct 2026 | $0.068 | 10 Nov 2026 |
| 18 | Claude Opus 4.7Anthropic | 40.7 | 26 Oct 2026 | $10.00 | 10 Nov 2026 |
| 19 |  Qwen3.8 2.4T A95BQwen | 39.9 | 26 Oct 2026 | $3.00 | 10 Nov 2026 |
| 20 | Gemini 3.7 FlashGoogle | 39.6 | 26 Oct 2026 | $1.50 | 10 Nov 2026 |
| 21 | Muse Spark 1.2Meta | 39.6 | 26 Oct 2026 | $2.00 | 10 Nov 2026 |
| 22 | GPT-5.4OpenAI | 39.0 | 26 Oct 2026 | $5.63 | 10 Nov 2026 |
| 23 | GPT-5.5OpenAI | 38.4 | 26 Oct 2026 | $11.25 | 10 Nov 2026 |
| 24 | Claude Sonnet 5Anthropic | 38.2 | 26 Oct 2026 | $4.00 | 10 Nov 2026 |
| 25 | Muse Spark 1.3Meta | 36.6 | 10 Nov 2026 | $2.00 | 10 Nov 2026 |
Showing the top 25 of 210 ranked models.
Not ranked, and why (484)
No confirmed score in the market tables in the last 30 days 471
- Agnes 1.5 Lite No confirmed Intelligence Index
- Agnes 1.5 Pro No confirmed Intelligence Index
- AI21 Jamba 1.5 Large No confirmed Intelligence Index
- AI21 Jamba 1.5 Mini No confirmed Intelligence Index
- Aion 3.5 No confirmed Intelligence Index
- Aion 3.5 Mini No confirmed Intelligence Index
- Anthropic: Claude Opus 4.6 (Fast) No confirmed Intelligence Index
- Apodex 1.1 Mini (free) No confirmed Intelligence Index
- Auto Router No confirmed Intelligence Index
- Auto Router (Beta) No confirmed Intelligence Index
- ByteDance-Seed/Seed-OSS-36B-Instruct No confirmed Intelligence Index
- Claude 3.5 Haiku No confirmed Intelligence Index
- Claude 4.6 Opus Thinking No confirmed Intelligence Index
- Claude 4.6 Opus Thinking Low No confirmed Intelligence Index
- Claude 4.6 Opus Thinking Max No confirmed Intelligence Index
- Claude 4.6 Opus Thinking Medium No confirmed Intelligence Index
- Claude 4.7 Opus Thinking No confirmed Intelligence Index
- Claude Fable 5 (batch) No confirmed Intelligence Index
- Claude Fable 5.1 (batch) No confirmed Intelligence Index
- Claude Fable 5.2 (batch) No confirmed Intelligence Index
- Claude Fable Latest No confirmed Intelligence Index
- Claude Haiku 4.5 (batch) No confirmed Intelligence Index
- Claude Haiku 5.5 (batch) No confirmed Intelligence Index
- Claude Haiku Latest No confirmed Intelligence Index
- Claude Opus 3 No confirmed Intelligence Index
- Claude Opus 4 No confirmed Intelligence Index
- Claude Opus 4.1 (batch) No confirmed Intelligence Index
- Claude Opus 4.5 (batch) No confirmed Intelligence Index
- Claude Opus 4.6 (batch) No confirmed Intelligence Index
- Claude Opus 4.7 (batch) No confirmed Intelligence Index
- Claude Opus 4.7 (Fast) No confirmed Intelligence Index
- Claude Opus 4.8 (batch) No confirmed Intelligence Index
- Claude Opus 4.8 (Fast) No confirmed Intelligence Index
- Claude Opus 4.8 Thinking No confirmed Intelligence Index
- Claude Opus 5 (batch) No confirmed Intelligence Index
- Claude Opus 5.5 (batch) No confirmed Intelligence Index
- Claude Opus Latest No confirmed Intelligence Index
- Claude Sonnet 3 No confirmed Intelligence Index
- Claude Sonnet 3.5 v2 No confirmed Intelligence Index
- Claude Sonnet 3.7 No confirmed Intelligence Index
- Claude Sonnet 4 No confirmed Intelligence Index
- Claude Sonnet 4.5 (batch) No confirmed Intelligence Index
- Claude Sonnet 4.6 (batch) No confirmed Intelligence Index
- Claude Sonnet 4.6 Thinking No confirmed Intelligence Index
- Claude Sonnet 5 (batch) No confirmed Intelligence Index
- Claude Sonnet 5 (Free) No confirmed Intelligence Index
- Claude Sonnet 5.5 (batch) No confirmed Intelligence Index
- Claude Sonnet Latest No confirmed Intelligence Index
- Codestral (latest) No confirmed Intelligence Index
- Codestral (latest) No confirmed Intelligence Index
- Codestral 2508 No confirmed Intelligence Index
- Codestral 2508 (batch) No confirmed Intelligence Index
- Coding Router No confirmed Intelligence Index
- Coding Router High No confirmed Intelligence Index
- Coding Router Low No confirmed Intelligence Index
- Coding Router Max No confirmed Intelligence Index
- Coding Router Medium No confirmed Intelligence Index
- Command R+ (08-2024) No confirmed Intelligence Index
- Crouton Alpha No confirmed Intelligence Index
- DeepSeek Flash Latest No confirmed Intelligence Index
- DeepSeek Latest No confirmed Intelligence Index
- DeepSeek Pro Latest No confirmed Intelligence Index
- DeepSeek Reasoner No confirmed Intelligence Index
- DeepSeek V4 Flash (Thinking) No confirmed Intelligence Index
- DeepSeek V4 Flash 0731 (batch) No confirmed Intelligence Index
- DeepSeek V4 Flash Latest No confirmed Intelligence Index
- DeepSeek V4 Flash Vision Exp (batch) No confirmed Intelligence Index
- DeepSeek V4 Pro (Thinking) No confirmed Intelligence Index
- DeepSeek V4 Pro 0813 (batch) No confirmed Intelligence Index
- DeepSeek V4 Pro Cheaper No confirmed Intelligence Index
- DeepSeek V4 Pro Cheaper (Thinking) No confirmed Intelligence Index
- DeepSeek V4 Pro Thinking TEE No confirmed Intelligence Index
- DeepSeek V4.1 Flash (batch) No confirmed Intelligence Index
- DeepSeek V4.1 Flash 1017 (batch) No confirmed Intelligence Index
- DeepSeek-V4-Flash-EL No confirmed Intelligence Index
- DeepSeek-V4-Pro-EL No confirmed Intelligence Index
- Devstral 2 No confirmed Intelligence Index
- Devstral 2 (latest) No confirmed Intelligence Index
- Devstral 2 123B No confirmed Intelligence Index
- Devstral Small 2 No confirmed Intelligence Index
- DiffusionGemma 26B-A4B IT No confirmed Intelligence Index
- Dots3-Note Preview (free) No confirmed Intelligence Index
- Doubao Seed 2.0 Code No confirmed Intelligence Index
- Doubao-Seed-1.8 No confirmed Intelligence Index
- Doubao-Seed-2.0-lite No confirmed Intelligence Index
- Doubao-Seed-2.0-mini No confirmed Intelligence Index
- Doubao-Seed-2.0-pro No confirmed Intelligence Index
- Doubao-Seed-Code No confirmed Intelligence Index
- Ember-1 No confirmed Intelligence Index
- ERNIE-5.5-Flash-Preview (free) No confirmed Intelligence Index
- ERNIE-Light-DT-1.0 No confirmed Intelligence Index
- Extract No confirmed Intelligence Index
- Flint (free) No confirmed Intelligence Index
- Free Models Router No confirmed Intelligence Index
- Fugu Max No confirmed Intelligence Index
- Fugu Ultra No confirmed Intelligence Index
- Fugu Ultra v2 No confirmed Intelligence Index
- Fusion No confirmed Intelligence Index
- Gemini 1.5 Flash No confirmed Intelligence Index
- Gemini 2.5 Flash (batch) No confirmed Intelligence Index
- Gemini 2.5 Flash Lite (batch) No confirmed Intelligence Index
- Gemini 2.5 Pro (batch) No confirmed Intelligence Index
- Gemini 2.5 Pro Preview 05-06 No confirmed Intelligence Index
- Gemini 2.5 Pro Preview 06-05 No confirmed Intelligence Index
- Gemini 3 Flash Preview (batch) No confirmed Intelligence Index
- Gemini 3 Flash Thinking No confirmed Intelligence Index
- Gemini 3 Pro Preview No confirmed Intelligence Index
- Gemini 3 Pro Preview No confirmed Intelligence Index
- Gemini 3.1 Flash Lite No confirmed Intelligence Index
- Gemini 3.1 Flash Lite (batch) No confirmed Intelligence Index
- Gemini 3.1 Pro (Preview High) No confirmed Intelligence Index
- Gemini 3.1 Pro (Preview Low) No confirmed Intelligence Index
- Gemini 3.1 Pro Preview (batch) No confirmed Intelligence Index
- Gemini 3.1 Pro Preview Custom Tools No confirmed Intelligence Index
- Gemini 3.5 Flash (batch) No confirmed Intelligence Index
- Gemini 3.5 Flash Lite (batch) No confirmed Intelligence Index
- Gemini 3.5 Flash Thinking No confirmed Intelligence Index
- Gemini 3.6 Flash (batch) No confirmed Intelligence Index
- Gemini 3.7 Flash (batch) No confirmed Intelligence Index
- Gemini 3.8 Flash (batch) No confirmed Intelligence Index
And 351 more.
What the model takes in and puts out is not known 13
- Claude 3 Haiku No input or output list from OpenRouter or the record
- GPT-5 Codex No input or output list from OpenRouter or the record
- Jamba Large 1.7 No input or output list from OpenRouter or the record
- KAT-Coder-Pro V2 No input or output list from OpenRouter or the record
- Ling 3.0 Flash Fin No input or output list from OpenRouter or the record
- Ling-2.6-1T No input or output list from OpenRouter or the record
- Ling-2.6-flash No input or output list from OpenRouter or the record
- Nex-N2-Pro No input or output list from OpenRouter or the record
- Qwen3 Max No input or output list from OpenRouter or the record
- Qwen3 Max Thinking No input or output list from OpenRouter or the record
- Qwen3.6 Max Preview No input or output list from OpenRouter or the record
- Qwen3.8 Max No input or output list from OpenRouter or the record
- Ring-2.6-1T No input or output list from OpenRouter or the record
Automated from dated market data, not Enterprise DNA tested picks. Check the price and terms with the provider before you commit. Methodology: how the model numbers work.