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Vending bench 2 — Epoch AI

Vending bench 2 — Epoch AI is run by Epoch AI. It has ranked 71 models, of which the catalogue holds 63, scoring from -3118.4 to 15514.702.

measured by Epoch AI · the board itself

PlaceModelMetricScore
2ndof 71GPT 6 AstraScore15514.702
3rdof 71GPT 6 SolScore14427.848
4thof 71Gemini 4 ArgonScore13718.158
5thof 71Claude Opus 5Score11181.873
6thof 71Claude Sonnet 5.5Score11165.278
7thof 71Claude Opus 4.7Score10936.763
8thof 71Grok 4.7Score10536.832
9thof 71GPT-5.6 SolScore9619.368
11thof 71Claude Opus 5.5Score9235.248
12thof 71GPT-6.1 TerraScore9107.458
13thof 71Grok 4.6Score9047.033
14thof 71GLM 5.2Score8313.778
15thof 71GLM-5.3Score8163.61
16thof 71Claude Opus 4.6Score8017.594
17thof 71GPT-5.5Score7523.844
18thof 71GPT-5.6 TerraScore7343.206
19thof 71Claude Sonnet 4.6Score7204.14
20thof 71Muse Spark 1.1Score6520.475
21stof 71Claude Sonnet 5Score6377.702
22ndof 71Kimi K2.6Score6204.57
23rdof 71GPT-5.4Score6144.176
24thof 71GPT-5.3 CodexScore5940.124
25thof 71Claude Opus 4.8Score5787.428
26thof 71Claude Fable 5Score (high)5680.258
27thof 71GLM 5.1Score5634.406
28thof 71gemini-3-pro-previewScore5478.158
29thof 71Claude Fable 5.1Score5421.557
30thof 71Gemini 3.5 FlashScore5396.418
31stof 71Kimi K3Score5165.035
32ndof 71Qwen3.6 PlusScore5114.872
33rdof 71Gemini 3.8 FlashScore5093.793
34thof 71Kimi K2.7 CodeScore5082.936
36thof 71Claude Opus 4.5Score4967.057
38thof 71Grok 4.20Score4662.847
40thof 71GLM-5Score4432.122
42ndof 71Qwen3.6 Max PreviewScore (max)4254.187
43rdof 71GPT-5.6 LunaScore4094.712
44thof 71Grok 4.5Score3887.426
45thof 71Claude Sonnet 4.5Score3838.74
46thof 71Gemini 3.1 Pro Preview Custom ToolsScore3774.254
47thof 71Gemini 3 Flash PreviewScore3634.716
48thof 71Claude Haiku 5.5Score3602.463
49thof 71GPT-5.2Score3591.326
50thof 71DeepSeek V4 ProScore3284.52
52ndof 71GLM-4.7Score2376.816
53rdof 71MiniMax M3Score2157.772
54thof 71GPT-5.1Score1473.432
55thof 71Kimi K2.5Score1198.458
56thof 71Grok 4.1 Fast ReasoningScore1106.628
57thof 71DeepSeek V3.2 ExpScore1034.004
58thof 71Gemini 3.1 Pro PreviewScore911.214
59thof 71Gemini 2.5 ProScore573.642
60thof 71Gemini 2.5 FlashScore548.836
61stof 71Qwen3.5-FlashScore462.685
62ndof 71Claude Haiku 4.5Score458.886
63rdof 71Qwen3.5-27BScore201.976
64thof 71MiniMax-M2Score160.596
66thof 71Qwen 3.5 PlusScore54.4
67thof 71Grok 4.3Score35.262
68thof 71Qwen3 235B A22B Thinking 2507Score-1134
69thof 71GPT OSS 120BScore-2153.2
70thof 71MiniMax M2.5Score-2316
71stof 71GPT-5 miniScore-3118.4

Read from the board on 2026-10-31