Legal Index leaderboard

Vals AI’s composite of legal tasks: case law, legal reasoning and legal research. Muse Wonder Full leads with 77.86%.

Models
28
Leader
Muse Wonder Full
Source
Vals AI
As of
Oct 24, 2026
  1. 1Muse Wonder Full77.9%
  2. 2Gemini 4 Argon76.7%
  3. 3Muse Wonder75.3%
  4. 4GLM-5.374.6%
  5. 5Qwen3.8-Max73.9%
  6. 6Grok 4.772.6%
  7. 7Claude Opus 5.572.3%
  8. 8MiMo-V2.6-Pro72.1%
  9. 9DeepSeek-V4.1-Flash-2026091071.9%
  10. 10Kimi K371.7%
Legal Index, accuracy against cost per test
Open weightsProprietaryBest for the price
40%53%65%78%90%$.1$1$10Cost per test, log scale →Muse Wonder FullGLM-5.3MiMo-V2.6-ProMiMo-V2.6-Flash

Full leaderboard

RankModelLabAccuracyCost / testHarnessPrice in / out
1Muse Wonder FullMeta77.86%$3.72——
2Gemini 4 ArgonGoogle76.72%$6.82—$2 / $10
3Muse WonderMeta75.26%$4.32—$4 / $20
4GLM-5.3Z.ai74.58%$2.68—$0.079 / $1.40
5Qwen3.8-MaxAlibaba73.90%$4.25—$2 / $6
6Grok 4.7xAI72.60%$5.82—$2 / $6
7Claude Opus 5.5Anthropic72.33%$20.54—$4 / $20
8MiMo-V2.6-ProXiaomi72.14%$0.18—$0.43 / $0.87
9DeepSeek-V4.1-Flash-20260910DeepSeek71.86%$0.59—$0.15 / $0.60
10Kimi K3Moonshot AI71.72%$3.47—$0.24 / $11
11Hy4 previewTencent71.70%$0.81—$0.75 / $2.25
12GLM-5.3-FlashZ.ai71.05%$0.19—$0.15 / $0.50
13Claude Haiku 5.5Anthropic70.27%$2.35—$0.10 / $0.50
14Gemini 3.8 FlashGoogle69.78%$2.05—$0.82 / $4.13
15DeepSeek-V4-ProDeepSeek69.01%$0.87—$0.66 / $1.98
16MiMo-V2.6-FlashXiaomi68.99%$0.07—$0.14 / $0.28
17GPT-6.1 SolOpenAI68.72%$2.75—$2 / $10
18Muse Spark OpenMeta68.51%$5.36—$1.25 / $4.25
19GPT-6 AstraOpenAI68.39%$13.94—$10 / $50
20Claude Sonnet 5.5Anthropic68.02%$13.56—$2 / $10
21MiniMax-M3.1-FlashMiniMax67.07%$0.41—$0.15 / $0.60
22Kimi K3.1 ProMoonshot AI67.04%$6.63—$2 / $10
23Mistral Large 4Mistral AI65.61%$4.08—$1.36 / $4.18
24Mercury 3Inception62.96%$0.10—$0.10 / $0.35
25GPT-6 LunaOpenAI62.20%$0.31—$0.10 / $0.50
26Beam 1.0Reflection AI61.80%N/A——
27Inkling-SmallThinky57.83%$0.14—$0.45 / $1.20
28InklingThinky54.16%$0.70—$1 / $4.05

Related leaderboards

Sources

  • Vals AI, as of Oct 24, 2026
  • Provider list prices, as of Oct 24, 2026

Every number on this page comes from these sources; models without a published number show none. Download the data. Cite as “Nexus Explorer, nexus.inc/models”.