Pass IndexThe State of AISign in

Dtbench — Epoch AI

Dtbench — Epoch AI is run by Epoch AI. It has ranked 235 models, of which the catalogue holds 152, scoring from 41.65 to 98.93.

measured by Epoch AI · the board itself

PlaceModelMetricScore
1stof 235Claude Opus 5.5Accuracy (max)98.93
2ndof 235Claude Fable 5Accuracy (max)98.4
3rdof 235Claude Opus 5Accuracy (xhigh)97.87
6thof 235Claude Fable 5.1Accuracy97.6
8thof 235Gemini 4 ArgonAccuracy (low)97.6
9thof 235Grok 4.6Accuracy (xhigh)97.33
10thof 235GPT 6 AstraAccuracy (xhigh)97.33
12thof 235GPT 6 SolAccuracy (max)97.33
13thof 235Claude Sonnet 5.5Accuracy (max)97.33
20thof 235Gemini 3.1 Pro PreviewAccuracy (medium)97.07
21stof 235Gemini 3.7 FlashAccuracy (high)96.8
22ndof 235Grok 4.5Accuracy (high)96.53
26thof 235Muse Spark 1.3Accuracy96.53
29thof 235GPT 6.1 SolAccuracy (max)96.53
31stof 235GPT-5.5Accuracy (xhigh)96
32ndof 235GPT-5.5 ProAccuracy (xhigh)96
33rdof 235Grok 4.7Accuracy (xhigh)96
36thof 235GPT-5.6 SolAccuracy (xhigh)95.73
37thof 235Gemini 3.8 FlashAccuracy95.72
40thof 235Gemini 3.6 FlashAccuracy (high)95.47
45thof 235Claude Haiku 5.5Accuracy (max)94.99
46thof 235Claude Opus 4.8Accuracy (max)94.93
52ndof 235Muse Spark 1.2Accuracy (xhigh)94.67
53rdof 235Gemini 3.5 FlashAccuracy (high)94.67
55thof 235Claude Opus 4.7Accuracy (max)94.65
56thof 235GPT-5.4Accuracy (xhigh)94.4
57thof 235Muse Spark 1.1Accuracy (high)94.4
61stof 235DeepSeek V4 Pro 0813Accuracy93.87
63rdof 235GLM 5.2Accuracy (max)93.6
64thof 235GPT-5.6 TerraAccuracy (max)93.33
69thof 235Claude Sonnet 5Accuracy (max)92.48
70thof 235Qwen3.7 MaxAccuracy (max)92.27
71stof 235Qwen 3.8 MaxAccuracy (xhigh)92
73rdof 235Claude Opus 4.6Accuracy (max)91.2
74thof 235Kimi K3Accuracy (max)91.2
76thof 235GPT-5.2Accuracy (xhigh)90.93
77thof 235DeepSeek V4 Flash (0731)Accuracy (max)90.93
78thof 235Kimi K2.6Accuracy90.93
79thof 235DeepSeek V4 ProAccuracy (max)90.67
80thof 235GPT-5Accuracy (high)90.67
81stof 235Grok 4.3Accuracy (high)90.67
82ndof 235GPT-5.1Accuracy (high)90.13
83rdof 235Grok 4.20Accuracy90.13
84thof 235Nemotron 3 UltraAccuracy90.13
87thof 235GPT 6 LunaAccuracy (max)90.13
88thof 235Claude Sonnet 4.6Accuracy (max)89.87
89thof 235Claude Opus 4.5Accuracy (high)89.87
90thof 235DeepSeek V4.1 FlashAccuracy89.87
92ndof 235Gemini 3 FlashAccuracy (high)89.07
93rdof 235GPT-5.6 LunaAccuracy (xhigh)89.07
96thof 235Qwen3.8 27BAccuracy88
97thof 235Grok 4.1 Fast ReasoningAccuracy87.73
99thof 235GLM-5.3Accuracy87.67
100thof 235InklingAccuracy (xhigh)87.47
101stof 235Qwen3.5 397B A17BAccuracy87.47
102ndof 235Qwen3.6 Max PreviewAccuracy (max)87.2
104thof 235o3-proAccuracy (high)86.93
107thof 235DeepSeek V4 FlashAccuracy (max)86.4
108thof 235DeepSeek v3.2Accuracy85.6
109thof 235o3Accuracy (high)84.8
110thof 235MiMo-V2.5-ProAccuracy84.53
112thof 235Qwen3.5-122B-A10BAccuracy (none)84.27
114thof 235Qwen 3.7 PlusAccuracy84
116thof 235Gemini 3.5 Flash-LiteAccuracy (high)83.47
117thof 235Claude Sonnet 4.5Accuracy83.2
119thof 235Qwen3.5-FlashAccuracy82.93
120thof 235Grok 4 FastAccuracy82.67
121stof 235Gemma 4 31BAccuracy82.67
123rdof 235Gemini 2.5 ProAccuracy82.4
124thof 235Qwen3.5-27BAccuracy82.4
126thof 235Qwen3.6 PlusAccuracy81.87
127thof 235Claude Opus 4Accuracy81.6
128thof 235DeepSeek V3.1 TerminusAccuracy81.33
129thof 235Qwen-PlusAccuracy81.07
131stof 235GPT-5 miniAccuracy (high)80.53
132ndof 235Qwen 3.5 PlusAccuracy80.53
133rdof 235GPT-5.4 nanoAccuracy (xhigh)80.27
134thof 235Qwen3 235B A22B Thinking 2507Accuracy80.27
135thof 235GPT-5.4 miniAccuracy (xhigh)80
136thof 235Claude Opus 4.1Accuracy80
137thof 235Qwen3.5-35B-A3BAccuracy80
140thof 235MiniMax M3Accuracy78.93
142ndof 235Qwen3-235B-A22B-Instruct-2507Accuracy78.4
143rdof 235Qwen3.6 27BAccuracy78.13
144thof 235o4-miniAccuracy (high)77.6
145thof 235Qwen3.6-FlashAccuracy77.07
146thof 235Claude Sonnet 4Accuracy77.07
147thof 235Gemini 3.1 Flash-LiteAccuracy (high)76.8
148thof 235Gemini 2.5 FlashAccuracy76.53
149thof 235GPT OSS 120BAccuracy (high)76.27
150thof 235Qwen3 235B A22BAccuracy75.73
153rdof 235Gemma 4 26B A4BAccuracy74.93
154thof 235o1Accuracy (high)74.67
155thof 235Qwen3.6 35B A3BAccuracy73.87
156thof 235Claude Haiku 4.5Accuracy73.6
158thof 235Qwen3.5 9BAccuracy71.2
159thof 235Mistral Small 4Accuracy70.93
160thof 235Qwen3 30B A3B Thinking 2507Accuracy69.33
162ndof 235o3-miniAccuracy (high)68.8
163rdof 235GPT-4.1 miniAccuracy68.8
164thof 235GPT-4.1 fine-tunedAccuracy68.27
165thof 235GPT OSS 20BAccuracy (high)68
166thof 235Claude 3.5 SonnetAccuracy67.84
168thof 235Qwen3 32BAccuracy67.47
170thof 235Qwen3 30B A3B Instruct 2507Accuracy67.2
172ndof 235Mistral Large 3Accuracy65.07
173rdof 235DeepSeek-V3 0324Accuracy64.8
174thof 235GPT-4o (2024-05-13)Accuracy64.53
175thof 235Qwen3 14BAccuracy64
176thof 235gemini-2.0-flash-001Accuracy63.2
177thof 235Qwen2.5 72B InstructAccuracy62.93
179thof 235GPT-4 (0613)Accuracy62.67
180thof 235deepseek-chatAccuracy62.67
181stof 235GPT-5 nanoAccuracy (high)62.67
182ndof 235Mistral Medium 2505Accuracy62.27
183rdof 235Llama-4-Maverick-17B-128E-InstructAccuracy61.87
184thof 235Claude 3 OpusAccuracy61.6
185thof 235GPT-4 TurboAccuracy61.6
186thof 235Meta-Llama-3.1-405B-InstructAccuracy61.38
187thof 235c4ai-command-a-03-2025Accuracy61.33
189thof 235Mistral Large 2407Accuracy61.21
191stof 235Qwen3 30B A3BAccuracy60.27
192ndof 235Meta-Llama-3.1-70B-InstructAccuracy60
194thof 235Qwen3 8BAccuracy59.73
195thof 235Llama 3.3 70B InstructAccuracy59.47
197thof 235mistral-small-2503Accuracy58.64
199thof 235Claude Haiku 3.5Accuracy56.66
201stof 235Mistral Large (24.02)Accuracy55.9
202ndof 235Mixtral-8x22B-Instruct-v0.1Accuracy55.14
203rdof 235c4ai-command-r-plus-08-2024Accuracy54.93
204thof 235GPT-4o-mini (2024-07-18)Accuracy54.4
205thof 235Meta-Llama-3-70B-InstructAccuracy54.16
207thof 235Claude 3 SonnetAccuracy53.6
209thof 235Mistral Small (24.02)Accuracy52.96
210thof 235Gemini 2.0 Flash-LiteAccuracy52.53
211thof 235Gemma 3 27BAccuracy52.53
212thof 235GPT-4.1 nanoAccuracy52.53
213thof 235Claude 2.0Accuracy51.85
216thof 235Claude 2.1Accuracy50.95
217thof 235Llama 3.1 8B InstructAccuracy50.93
218thof 235Gemma 3 4BAccuracy50.93
219thof 235Claude 3 HaikuAccuracy50.13
223rdof 235Gemma 3 12BAccuracy48.8
224thof 235Mistral NemoAccuracy48.61
225thof 235GPT-3.5 TurboAccuracy48.53
226thof 235Gemma 2 27BAccuracy48
227thof 235Qwen2.5 7B InstructAccuracy47.73
228thof 235c4ai-command-r-08-2024Accuracy46.4
232ndof 235Llama 3 8B InstructAccuracy43.93
233rdof 235open-mistral-7bAccuracy42.54
234thof 235Llama-2-13b-chatAccuracy42.24
235thof 235Llama-2-70b-chatAccuracy41.65

Read from the board on 2026-10-31