Pass IndexThe State of AISign in

Arc agi 2 — Epoch AI

Arc agi 2 — Epoch AI is run by Epoch AI. It has ranked 227 models, of which the catalogue holds 74, scoring from 0 to 95.

measured by Epoch AI · the board itself

PlaceModelMetricScore
1stof 227GPT 6 AstraScore (max)95
3rdof 227GPT-5.6 SolScore (max)92.5
6thof 227Claude Opus 5Score (max)90.42
9thof 227Claude Fable 5.1Score (max)90
11thof 227Claude Fable 5Score (max)89.167
20thof 227GPT-5.5Score (xhigh)85
22ndof 227Gemini 3.7 FlashScore (high)84.583
23rdof 227Gemini 3 Deep ThinkScore84.58
24thof 227GPT-5.5 ProScore (high)84.58
27thof 227GPT-5.6 TerraScore (max)83.9
28thof 227GPT-5.4 ProScore (xhigh)83.33
33rdof 227Gemini 3.1 Pro PreviewScore77.1
36thof 227Claude Opus 4.7Score (max)75.83
40thof 227GPT-5.4Score (xhigh)73.95
42ndof 227Gemini 3.5 FlashScore (high)72.08
43rdof 227Claude Opus 4.8Score (high)72.08
46thof 227Claude Opus 4.6Score69.17
52ndof 227Grok 4.6Score (xhigh)67.083
56thof 227Grok 4.20Score65.14
62ndof 227DeepSeek V4 Flash (0731)Score (max)61.389
64thof 227DeepSeek V4 Pro 0813Score (max)61.25
65thof 227Claude Sonnet 4.6Score (high)60.42
66thof 227Kimi K3Score (max)60.417
67thof 227Gemini 3.6 FlashScore (high)60.417
70thof 227GPT-5.6 LunaScore (max)59.54
76thof 227GPT-5.2 ProScore (high)54.16
78thof 227GPT-5.2Score (xhigh)52.91
81stof 227Grok 4.5Score (high)52.64
90thof 227Inkling SmallScore (xhigh)40.139
92ndof 227Claude Opus 4.5Score37.64
94thof 227InklingScore36.528
95thof 227Gemini 3 Flash PreviewScore33.61
99thof 227gemini-3-pro-previewScore31.11
106thof 227GLM 5.2Score22.775
107thof 227GPT-5.4 miniScore (xhigh)18.9
110thof 227GPT-5 ProScore18.33
111thof 227GPT-5.1Score (high)17.64
115thof 227Claude Sonnet 4.5Score13.61
119thof 227Kimi K2.5Score11.81
120thof 227Gemini 3.5 Flash-LiteScore (high)10.278
121stof 227GPT-5Score (high)9.86
124thof 227Claude Opus 4Score8.61
130thof 227o3Score (high)6.53
133rdof 227o4-miniScore (high)6.11
134thof 227Claude Sonnet 4Score5.93
136thof 227GPT-5.4 nanoScore (xhigh)5.69
138thof 227Grok 4 FastScore5.28
142ndof 227o3-proScore (high)4.86
143rdof 227Gemini 2.5 ProScore4.86
144thof 227MiniMax M2.5Score4.86
145thof 227GLM-5Score4.86
147thof 227GPT-5 miniScore (high)4.44
151stof 227Claude Haiku 4.5Score4.03
152ndof 227DeepSeek v3.2Score4.03
157thof 227o3-miniScore (high)2.99
162ndof 227GPT-5 nanoScore (high)2.61
163rdof 227Gemini 2.5 FlashScore2.54
184thof 227gemini-2.0-flash-001Score1.3
185thof 227DeepSeek-R1Score1.3
187thof 227Codex miniScore1.27
189thof 227Qwen3-235B-A22B-Instruct-2507Score1.25
193rdof 227DeepSeek-R1 (0528)Score1.12
195thof 227Claude 3.7 SonnetScore90
200thof 227o1-miniScore83
206thof 227GPT-4.1 fine-tunedScore42
207thof 227Grok 3 MiniScore (low)42
211thof 227GPT-4o-mini (2024-07-18)Score0
212thof 227GPT-4.1 nanoScore0
214thof 227Llama-4-Maverick-17B-128E-InstructScore0
216thof 227GPT-4.1 miniScore0
217thof 227Grok 3Score0
219thof 227Magistral Small 2506Score0
221stof 227Gemini 2.5 Pro Preview 06-05Score0
224thof 227GPT-4o (2024-11-20)Score0

Read from the board on 2026-09-16