Benchmarks / Knowledge

CaseLaw (Vals)

Private question-answer benchmark over Canadian court-cases. Scores are the values published by VALS AI. Source benchmark version 2.

53models
–Open Index weight
2026-05-04last updated
Vals AIpublisher

CaseLaw (Vals)

Higher is better · best effort per model

Chart settings
53 of 53 selected

full table below

#ModelEffortScoreCost / taskHarness
1Grok 4.3xhigh79.3%$0.040–
2GPT-5.1high73.4%$0.043–
3GPT-4.1high69.9%$0.047–
4GPT-5 Minihigh68.5%$0.011–
5Opus 4.7max68.4%$0.162–
6GPT-5high66.5%$0.067–
7GPT-5.5xhigh66.2%$0.155–
8GPT-5.2xhigh66.0%$0.104–
9Grok 4high65.8%$0.159–
10Grok 4 Fastnone65.7%$0.0073–
11Kimi K2medium65.7%$0.015–
12Gemini 3.1 Prohigh64.8%$0.136–
13Command Anone64.5%$0.098–
14Sonnet 4.6max64.0%$0.145–
15Gemini 2.5 Prohigh63.9%$0.257–
16GPT-5.4xhigh63.8%$0.101–
17Muse Spark–63.1%$0.0065–
18Opus 4.5high62.6%$0.229–
19Sonnet 4.5high62.2%$0.256–
20Opus 4.6max62.1%$0.231–
21Mistral Large 3none61.4%$0.019–
22Kimi K2.6max61.2%$0.026–
23MiniMax M2.7high60.9%$0.0031–
24Grok 4.1 Fasthigh60.5%$0.011–
25GPT-4ohigh59.7%$0.067–
26Qwen 3.5 Plusnone59.7%$0.030–
27DeepSeek V4max59.4%$0.013–
28Kimi K2.5max58.7%$0.025–
29Trinity Large Thinking–57.9%$0.0089–
30Haiku 4.5xhigh56.5%$0.050–
31Qwen 3.5 Flashmax55.9%$0.0049–
32MiniMax M2.1–55.8%$0.0080–
33Gemini 3 Flashhigh55.8%$0.025–
34DeepSeek V3.2high55.4%$0.018–
35Gemini 3.1 Flash-Litehigh55.0%$0.0093–
36Qwen 3 Maxmax55.0%$0.085–
37GLM 4.7none54.9%$0.021–
38Grok 4.20xhigh54.4%$0.068–
39DeepSeek V3.1none53.9%$0.017–
40MiniMax M2.5high53.5%$0.012–
41Qwen 3.6 27Bmax53.2%$0.024–
42Gemini 3 Prohigh53.1%$0.138–
43Gemma 4 31B IThigh52.6%$0.0000–
44GPT-5 Nanohigh52.6%$0.0042–
45GLM 5high52.5%$0.034–
46GPT-5.4 Nanohigh51.9%$0.0011–
47GPT-5.4 Minixhigh51.7%$0.041–
48GLM 5.1max51.6%$0.034–
49Qwen 3.6 Plusmax51.4%$0.047–
50gpt-oss-120bhigh48.8%$0.0043–
51Qwen 3.6 Maxmax47.9%$0.052–
52Mistral Medium 3.5high44.2%$0.085–
53gpt-oss-20bhigh43.8%$0.0022–