Pass IndexThe State of AISign in

Arc agi 2 — Epoch AI

Arc agi 2 — Epoch AI is run by Epoch AI. It has ranked 290 models, of which the catalogue holds 88, scoring from 0 to 95.

measured by Epoch AI · the board itself

PlaceModelMetricScore
1stof 290GPT 6 AstraScore (max)95
2ndof 290GPT 6.1 SolScore (max)94.167
4thof 290Claude Opus 5.5Score (high)93.333
5thof 290GPT-5.6 SolScore (max)92.5
12thof 290Gemini 4 ArgonScore (high)91.25
13thof 290Claude Opus 5Score (max)90.42
16thof 290Claude Fable 5.1Score (max)90
18thof 290GPT 6 SolScore (max)89.583
19thof 290Claude Fable 5Score (max)89.167
20thof 290Gemini 3.8 FlashScore (high)89.167
32ndof 290GPT-5.5Score (xhigh)85
34thof 290Gemini 3.7 FlashScore (high)84.583
35thof 290Gemini 3 Deep ThinkScore84.58
36thof 290GPT-5.5 ProScore (high)84.58
39thof 290GPT-5.6 TerraScore (max)83.9
40thof 290Claude Sonnet 5.5Score (xhigh)83.889
41stof 290GPT-5.4 ProScore (xhigh)83.33
48thof 290DeepSeek V4.1 Flash 1017Score (max)78.056
50thof 290Gemini 3.1 Pro PreviewScore77.1
54thof 290Claude Opus 4.7Score (max)75.83
58thof 290GPT-5.4Score (xhigh)73.95
61stof 290DeepSeek V4.1 FlashScore (max)72.917
62ndof 290Gemini 3.5 FlashScore (high)72.08
63rdof 290Claude Opus 4.8Score (high)72.08
67thof 290Claude Opus 4.6Score69.17
77thof 290Grok 4.6Score (xhigh)67.083
81stof 290GLM 5.3 FlashScore (max)65.833
82ndof 290Grok 4.20Score65.14
88thof 290DeepSeek V4 Flash (0731)Score (max)61.389
89thof 290Grok 4.7Score (xhigh)61.389
91stof 290DeepSeek V4 Pro 0813Score (max)61.25
92ndof 290Claude Haiku 5.5Score (xhigh)61.25
94thof 290Claude Sonnet 4.6Score (high)60.42
95thof 290Kimi K3Score (max)60.417
96thof 290Gemini 3.6 FlashScore (high)60.417
99thof 290GPT-5.6 LunaScore (max)59.54
100thof 290GPT 6 LunaScore (max)59.306
105thof 290Muse-Spark-Open-816B-A42BScore (xhigh)57.5
110thof 290GPT-5.2 ProScore (high)54.16
112thof 290GPT-5.2Score (xhigh)52.91
115thof 290Grok 4.5Score (high)52.64
126thof 290Qwen3.8 27BScore (xhigh)42.361
129thof 290Inkling SmallScore (xhigh)40.139
131stof 290Claude Opus 4.5Score37.64
133rdof 290InklingScore36.528
134thof 290Gemini 3 Flash PreviewScore33.61
141stof 290gemini-3-pro-previewScore31.11
154thof 290GLM 5.2Score22.775
156thof 290GPT-5.4 miniScore (xhigh)18.9
159thof 290GPT-5 ProScore18.33
161stof 290GPT-5.1Score (high)17.64
166thof 290Claude Sonnet 4.5Score13.61
172ndof 290Kimi K2.5Score11.81
173rdof 290Gemini 3.5 Flash-LiteScore (high)10.278
174thof 290GPT-5Score (high)9.86
178thof 290Claude Opus 4Score8.61
184thof 290o3Score (high)6.53
188thof 290o4-miniScore (high)6.11
189thof 290Claude Sonnet 4Score5.93
191stof 290GPT-5.4 nanoScore (xhigh)5.69
193rdof 290Grok 4 FastScore5.28
197thof 290o3-proScore (high)4.86
198thof 290Gemini 2.5 ProScore4.86
199thof 290MiniMax M2.5Score4.86
200thof 290GLM-5Score4.86
203rdof 290GPT-5 miniScore (high)4.44
207thof 290Claude Haiku 4.5Score4.03
208thof 290DeepSeek v3.2Score4.03
213thof 290o3-miniScore (high)2.99
220thof 290GPT-5 nanoScore (high)2.61
221stof 290Gemini 2.5 FlashScore2.54
245thof 290gemini-2.0-flash-001Score1.3
246thof 290DeepSeek-R1Score1.3
248thof 290Codex miniScore1.27
250thof 290Qwen3-235B-A22B-Instruct-2507Score1.25
255thof 290DeepSeek-R1 (0528)Score1.12
257thof 290Claude 3.7 SonnetScore90
262ndof 290o1-miniScore83
268thof 290GPT-4.1 fine-tunedScore42
269thof 290Grok 3 MiniScore (low)42
273rdof 290GPT-4o-mini (2024-07-18)Score0
274thof 290GPT-4.1 nanoScore0
276thof 290Llama-4-Maverick-17B-128E-InstructScore0
278thof 290GPT-4.1 miniScore0
279thof 290Grok 3Score0
281stof 290Magistral Small 2506Score0
283rdof 290Gemini 2.5 Pro Preview 06-05Score0
286thof 290GPT-4o (2024-11-20)Score0

Read from the board on 2026-10-31