Ranking · AI models

AI models to evaluate for legal work

Contracts, due diligence and long case files: the model must read whole documents and reason over them.

Criteria models with a published reasoning index and at least 1,000,000 tokens of context, ranked by window; equal windows by reasoning.

Data reviewed on Nov 4, 2026 · 20 of 36 models publish this figure.

  1. 01
    1.05MContext window
  2. 02
    1.05MContext window
  3. 03
    1.05MContext window
#ModelContext windowBlended priceCost-benefit
01GPT-6 AstraOpenAI1.05M$20.002.9 pts/USD
02GPT-5.6 SolOpenAI1.05M$8.006.6 pts/USD
03GPT-6.1 SolOpenAI1.05M$4.0013.3 pts/USD
04GPT-6.1 TerraOpenAI1.05M$2.0023.8 pts/USD
05GPT-5.6 TerraOpenAI1.05M$4.5010.9 pts/USD
06GPT-5.6 LunaOpenAI1.05M$0.4597.8 pts/USD
07GPT-6 LunaOpenAI1.05M$0.20215.5 pts/USD
08Kimi K3.1 ProMoonshot AI1.05M$4.0013.9 pts/USD
09Gemini 4 ArgonGoogle1.05M$4.0013.6 pts/USD
10Kimi K3Moonshot AI1.05M$6.008.6 pts/USD
11Gemini 3.8 FlashGoogle1.05M$1.5032.6 pts/USD
12Claude Opus 5.5Anthropic1.00M$8.007.5 pts/USD
13Claude Sonnet 5.5Anthropic1.00M$4.0014.5 pts/USD
14Claude Opus 5Anthropic1.00M$10.005.3 pts/USD
15Claude Fable 5.1Anthropic1.00M$20.002.6 pts/USD
16DeepSeek V4.1 FlashDeepSeek1.00M$0.52597.0 pts/USD
17DeepSeek V4 ProDeepSeek1.00M$1.9825.0 pts/USD
18Claude Sonnet 5Anthropic1.00M$4.0011.7 pts/USD
19Claude Haiku 5.5Anthropic1.00M$0.20247.0 pts/USD
20Mistral Large 4Mistral AI1.00M$1.0544.7 pts/USD

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 legal?

GPT-6 Astra (1.05M) leads this ranking, followed by GPT-5.6 Sol (1.05M) · GPT-6.1 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?

models with a published reasoning index and at least 1,000,000 tokens of context, ranked by window; equal windows by reasoning. 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.