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Lmca — Epoch AI

Lmca — Epoch AI is run by Epoch AI. It has ranked 197 models, of which the catalogue holds 130, scoring from 2.78 to 68.26.

measured by Epoch AI · the board itself

PlaceModelMetricScore
1stof 197Claude Sonnet 5.5Score (max)68.26
2ndof 197Claude Opus 5.5Score (max)68.23
8thof 197Claude Fable 5.1Score65.46
15thof 197Claude Opus 5Score (xhigh)64.45
16thof 197GPT 6 AstraScore (xhigh)64.37
19thof 197Gemini 4 ArgonScore (high)63.69
27thof 197GPT 6.1 SolScore (max)62.78
30thof 197Claude Fable 5Score (high)61.15
36thof 197GPT 6 SolScore (max)59.08
37thof 197GPT-5.6 SolScore (xhigh)58.49
39thof 197Claude Opus 4.8Score (max)57.51
44thof 197Claude Opus 4.6Score (max)55.76
45thof 197GLM-5.3Score55.51
46thof 197GPT-5.6 TerraScore (max)54.95
47thof 197GPT-5.5Score (xhigh)54.27
48thof 197GPT-5.5 ProScore (xhigh)53.94
49thof 197Muse Spark 1.3Score53.87
50thof 197Gemini 3.1 Pro PreviewScore (high)53.82
51stof 197Gemini 3.8 FlashScore (medium)52.9
54thof 197Kimi K3Score (max)52.74
56thof 197Claude Opus 4.7Score (max)52.2
57thof 197GPT-5.4Score (xhigh)51.97
62ndof 197Claude Haiku 5.5Score (max)51.06
63rdof 197Gemini 3.7 FlashScore (high)50.38
64thof 197Claude Sonnet 5Score (high)50.02
65thof 197Muse Spark 1.1Score (high)49.91
69thof 197Grok 4.7Score (xhigh)49.38
74thof 197GPT-5.6 LunaScore (max)48.54
76thof 197Grok 4.6Score (xhigh)48.45
77thof 197Muse Spark 1.2Score (xhigh)48.35
80thof 197Gemini 3.5 FlashScore (high)47.15
82ndof 197DeepSeek V4.1 FlashScore46.97
83rdof 197Claude Sonnet 4.6Score (max)46.51
85thof 197Qwen 3.8 MaxScore (xhigh)46.24
86thof 197GLM 5.2Score (max)45.82
88thof 197DeepSeek V4 Pro 0813Score45.45
89thof 197Grok 4.5Score (high)45.2
91stof 197Gemini 3.6 FlashScore (high)44.93
93rdof 197GPT 6 LunaScore (max)44.49
94thof 197Claude Opus 4.5Score (high)44.46
96thof 197Qwen3.7 MaxScore (max)44.02
97thof 197GPT-5.2Score (xhigh)43.91
98thof 197GPT-5.1Score (high)43.89
100thof 197Gemini 3 FlashScore (high)43.13
101stof 197Qwen3.6 Max PreviewScore (max)42.53
102ndof 197DeepSeek V4 Flash (0731)Score (max)41.73
104thof 197Qwen3.8 27BScore41.36
105thof 197DeepSeek V4 ProScore (max)41.2
106thof 197GPT-5.4 miniScore (xhigh)40.79
107thof 197GPT-5Score (high)39.99
108thof 197o3Score (high)39.7
110thof 197Gemma 4 31BScore39.25
111thof 197Claude Sonnet 4.5Score38.76
112thof 197Grok 4.20Score38.66
113thof 197o3-proScore (high)38.48
114thof 197Grok 4.3Score (high)38.33
115thof 197Qwen3.5 397B A17BScore37.89
116thof 197Gemini 3.5 Flash-LiteScore (high)37.6
117thof 197InklingScore (xhigh)37.58
118thof 197Qwen 3.7 PlusScore37.58
119thof 197Claude Opus 4Score37.43
120thof 197Kimi K2.6Score37.26
121stof 197Claude Opus 4.1Score37.08
122ndof 197Nemotron 3 UltraScore36.9
123rdof 197GPT-5.4 nanoScore (xhigh)36.86
124thof 197Qwen 3.5 PlusScore36.36
125thof 197DeepSeek V4 FlashScore (max)35.88
127thof 197Gemini 3.1 Flash-LiteScore (high)35.01
128thof 197Gemini 2.5 ProScore34.77
129thof 197Qwen3.6 27BScore34.53
130thof 197GPT-5 miniScore (high)34.2
131stof 197Qwen3.5-27BScore33.98
132ndof 197MiniMax M3Score33.7
133rdof 197Qwen3.6 PlusScore33.09
134thof 197Qwen3.5-122B-A10BScore (none)32.23
135thof 197Qwen3.6-FlashScore30.98
136thof 197Claude Haiku 4.5Score30.94
137thof 197Qwen3.6 35B A3BScore29.7
138thof 197Gemma 4 26B A4BScore29.68
139thof 197MiMo-V2.5-ProScore29.5
140thof 197Qwen3.5-35B-A3BScore29.47
141stof 197Qwen3 235B A22B Thinking 2507Score29.31
142ndof 197Qwen3.5-FlashScore29.14
144thof 197Claude Sonnet 4Score29
145thof 197DeepSeek v3.2Score28.82
146thof 197DeepSeek V3.1 TerminusScore28.58
148thof 197Gemini 2.5 FlashScore27.49
149thof 197o4-miniScore (high)26.5
151stof 197GPT-4.1 fine-tunedScore25.61
152ndof 197Qwen3 235B A22BScore25
153rdof 197Qwen3.5 9BScore24.47
155thof 197Qwen-PlusScore23.96
156thof 197Qwen3-235B-A22B-Instruct-2507Score23.52
157thof 197Qwen3 30B A3B Instruct 2507Score22.37
158thof 197o1Score (high)22.27
159thof 197GPT OSS 120BScore (high)22.14
160thof 197GPT-4.1 miniScore21.12
161stof 197Mistral Small 4Score20.61
162ndof 197Qwen3 30B A3B Thinking 2507Score19.53
164thof 197o3-miniScore (high)18.97
165thof 197Qwen3 14BScore18.19
167thof 197Llama 3.3 70B InstructScore17.52
168thof 197Qwen3 32BScore17.28
169thof 197GPT-4 (0613)Score17.06
170thof 197Claude 3 OpusScore17
171stof 197Mistral Large 3Score16.7
172ndof 197GPT-4o (2024-05-13)Score16.59
173rdof 197Llama-4-Maverick-17B-128E-InstructScore15.87
174thof 197Qwen3 30B A3BScore15.82
175thof 197DeepSeek-V3 0324Score15.47
176thof 197deepseek-chatScore15.24
177thof 197Meta-Llama-3.1-70B-InstructScore14.85
178thof 197GPT OSS 20BScore (high)14.51
179thof 197Qwen2.5 72B InstructScore13.42
180thof 197Gemma 3 27BScore12.28
182ndof 197GPT-4o-mini (2024-07-18)Score10.37
183rdof 197c4ai-command-a-03-2025Score10.28
184thof 197GPT-4 TurboScore9.78
185thof 197GPT-3.5 TurboScore9.65
186thof 197c4ai-command-r-08-2024Score9.19
187thof 197Claude 3 HaikuScore8.84
188thof 197Qwen3 8BScore8.82
189thof 197GPT-5 nanoScore (high)7.93
190thof 197Gemma 2 27BScore7.1
191stof 197Qwen2.5 7B InstructScore6.42
193rdof 197GPT-4.1 nanoScore5.46
194thof 197Llama 3.1 8B InstructScore5.37
195thof 197c4ai-command-r-plus-08-2024Score5.01
196thof 197Gemma 3 12BScore4.46
197thof 197Gemma 3 4BScore2.78

Read from the board on 2026-10-31