Ranking · AI models

AI models with the largest context window

The context limit each provider publishes. A bigger window does not guarantee better recall.

Data reviewed on Nov 4, 2026 · 29 of 36 models publish this figure.

  1. 01
    1.05MContext tokens
  2. 02
    1.05MContext tokens
  3. 03
    1.05MContext tokens
#ModelContext tokensBlended priceCost-benefit
01GPT-6 AstraOpenAI1.05M$20.002.9 pts/USD
02GPT-6.1 SolOpenAI1.05M$4.0013.3 pts/USD
03GPT-5.6 SolOpenAI1.05M$8.006.6 pts/USD
04GPT-5.6 TerraOpenAI1.05M$4.5010.9 pts/USD
05GPT-6.1 TerraOpenAI1.05M$2.0023.8 pts/USD
06GPT-5.6 LunaOpenAI1.05M$0.4597.8 pts/USD
07GPT-6 LunaOpenAI1.05M$0.20215.5 pts/USD
08Gemini 4 ArgonGoogle1.05M$4.0013.6 pts/USD
09Gemini 3.8 FlashGoogle1.05M$1.5032.6 pts/USD
10Kimi K3Moonshot AI1.05M$6.008.6 pts/USD
11Kimi K3.1 ProMoonshot AI1.05M$4.0013.9 pts/USD
12Gemini 3.5 Flash-LiteGoogle1.05M$0.85—
13Claude Fable 5.1Anthropic1.00M$20.002.6 pts/USD
14Claude Opus 5.5Anthropic1.00M$8.007.5 pts/USD
15Claude Opus 5Anthropic1.00M$10.005.3 pts/USD
16Claude Sonnet 5.5Anthropic1.00M$4.0014.5 pts/USD
17Claude Sonnet 5Anthropic1.00M$4.0011.7 pts/USD
18Claude Haiku 5.5Anthropic1.00M$0.20247.0 pts/USD
19DeepSeek V4.1 FlashDeepSeek1.00M$0.52597.0 pts/USD
20DeepSeek V4 ProDeepSeek1.00M$1.9825.0 pts/USD
21Mistral Large 4Mistral AI1.00M$1.0544.7 pts/USD
22Grok 4.7xAI500K$3.0015.4 pts/USD
23Grok 4.6xAI500K$3.0014.8 pts/USD
24Mistral Large 3Mistral AI256K——
25Mistral Medium 3.5Mistral AI256K——
26Mistral Small 4Mistral AI256K$0.2625—
27Ministral 3 · 14BMistral AI256K$0.20—
28Claude Haiku 4.5Anthropic200K$2.00—
29Codestral · 25.08Mistral AI128K$0.45—

How it is calculated

  • The indexes (overall, reasoning, coding) are the ones LLM Stats publishes; Codifly does not run these tests.
  • Prices are each provider's official standard API prices, without caching or batching.
  • The blended price weighs 3 input tokens per output token; cost-benefit divides the overall index by that price.
Methodology and sources

Which one fits your case?

The top of a ranking is not always the most cost-effective at your volume. Estimate your cost or ask us for a written recommendation.

Frequently asked questions

Which is the best AI model for long context?

GPT-6 Astra (1.05M) leads this ranking, followed by GPT-6.1 Sol (1.05M) · GPT-5.6 Sol (1.05M). Data reviewed on Nov 4, 2026.

Which model in this ranking has the best price-performance?

Claude Haiku 5.5: 247.0 LLM Stats index points per dollar, at a blended price of $0.20 per million tokens.

How is this ranking calculated?

The indexes (overall, reasoning, coding) are the ones LLM Stats publishes; Codifly does not run these tests. Prices are each provider's official standard API prices, without caching or batching. The blended price weighs 3 input tokens per output token; cost-benefit divides the overall index by that price.

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