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Evaluations· Epoch AI· CC-BY 4.0· Known Good Index component

Mock AIME 2024–25

Competition mathematics, from the OTIS Mock AIME 2024-2025 set. Aggregated from Epoch AI's AI Benchmarking Hub (otis_mock_aime_2024_2025.csv, column 'mean_score'), used under CC-BY 4.0. The Known Good aggregates published results; it runs no evaluations.

Publisher's page Licence & attribution How we use this score
229 models scored Higher is better Published by Epoch AI CC-BY 4.0
Mock AIME 2024–25

Mock AIME 2024–25 as measured and published by Epoch AI (CC-BY 4.0). Ingested, normalised only where it feeds an index, and never re-run by us. Higher is better.

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💡 A lightbulb marks a model its provider publishes as a reasoning model
The Known Good
Every model we hold a Mock AIME 2024–25 score for
All 229 of 229 models
# Model Creator Mock AIME 2024–25 Known Good Index Measured
1 OpenAI: GPT-5.6 Sol 💡 OpenAI 100.0 9 Sep 2026
2 Anthropic: Claude Fable 5 💡 Anthropic 100.0 9 Sep 2026
3 gpt-5.5-pro-pre-release OpenAI 100.0 9 Sep 2026
4 gpt-5.5-pre-release OpenAI 100.0 97 9 Sep 2026
5 Anthropic: Claude Fable 5.1 💡 Anthropic 100.0 9 Sep 2026
6 OpenAI: GPT-6 Astra 💡 OpenAI 100.0 9 Sep 2026
7 OpenAI: GPT-5.6 Terra 💡 OpenAI 99.7 9 Sep 2026
8 Qwen: Qwen3.8 Max 💡 Alibaba 99.4 9 Sep 2026
9 SpaceXAI: Grok 4.6 💡 xAI 99.2 9 Sep 2026
10 Claude Opus 5 💡 Anthropic 98.9 9 Sep 2026
11 DeepSeek: DeepSeek V4 Pro 0813 💡 DeepSeek 98.6 9 Sep 2026
12 OpenAI: GPT-5.6 Luna 💡 OpenAI 98.3 9 Sep 2026
13 Anthropic: Claude Opus 4.8 💡 Anthropic 98.3 9 Sep 2026
14 Anthropic: Claude Opus 4.7 💡 Anthropic 97.8 92 9 Sep 2026
15 SpaceXAI: Grok 4.5 💡 xAI 97.8 9 Sep 2026
16 OpenAI: GPT-5.4 💡 OpenAI 97.8 91 9 Sep 2026
17 MoonshotAI: Kimi K3 💡 Moonshot AI 97.2 9 Sep 2026
18 Google: Gemini 3.7 Flash 💡 Google 97.2 9 Sep 2026
19 DeepSeek: DeepSeek V4 Pro 0423 💡 DeepSeek 96.7 93 9 Sep 2026
20 MoonshotAI: Kimi K2.6 💡 Moonshot AI 96.1 92 9 Sep 2026
21 OpenAI: GPT-5.2 💡 OpenAI 96.1 81 9 Sep 2026
22 Google: Gemini 3.1 Pro Preview 💡 Google 95.6 97 9 Sep 2026
23 MoonshotAI: Kimi K2.7 Code 💡 Moonshot AI 95.6 9 Sep 2026
24 Qwen: Qwen3.7 Max 💡 Alibaba 95.6 93 9 Sep 2026
25 Google: Gemini 3.5 Flash 💡 Google 95.6 95 9 Sep 2026
26 Google: Gemini 3 Flash Preview 💡 Google 95.6 83 9 Sep 2026
27 Anthropic: Claude Sonnet 5 💡 Anthropic 94.7 9 Sep 2026
28 claude-opus-4-6_64K Anthropic 94.4 9 Sep 2026
29 DeepSeek: DeepSeek V4 Flash 0731 💡 DeepSeek 94.4 9 Sep 2026
30 Google: Gemini 3.6 Flash 💡 Google 94.2 9 Sep 2026
31 Z.ai: GLM 5.3 Flash 💡 Z.ai 93.9 9 Sep 2026
32 Qwen: Qwen3.7 Plus 💡 Alibaba 93.3 9 Sep 2026
33 SpaceXAI: Grok 4.3 💡 xAI 93.3 9 Sep 2026
34 Z.ai: GLM 5.1 💡 Z.ai 93.3 90 9 Sep 2026
35 Qwen: Qwen3.6 Plus 💡 Alibaba 93.3 79 9 Sep 2026
36 Anthropic: Claude Opus 4.6 💡 Anthropic 93.1 89 9 Sep 2026
37 grok-4.20-0309-reasoning xAI 92.2 9 Sep 2026
38 fireworks/kimi-k2p5 Moonshot AI 92.2 9 Sep 2026
39 OpenAI: GPT-5 💡 OpenAI 91.4 78 9 Sep 2026
40 gemini-3-pro-preview Google 91.4 84 9 Sep 2026
41 Qwen: Qwen3.6 Max Preview 💡 Alibaba 91.1 89 9 Sep 2026
42 Qwen: Qwen3.6 27B 💡 Alibaba 91.1 9 Sep 2026
43 Z.ai: GLM 5.3 💡 Z.ai 91.1 9 Sep 2026
44 Thinking Machines: Inkling Small 💡 Thinking Machines 90.0 9 Sep 2026
45 muse-spark Meta 88.9 9 Sep 2026
46 Thinking Machines: Inkling 💡 Thinking Machines 88.9 9 Sep 2026
47 OpenAI: GPT-5.4 Mini 💡 OpenAI 88.9 9 Sep 2026
48 Qwen: Qwen3.5 397B A17B 💡 Alibaba 88.9 9 Sep 2026
49 OpenAI: gpt-oss-120b 💡 OpenAI 88.9 62 9 Sep 2026
50 OpenAI: GPT-5.1 💡 OpenAI 88.6 74 9 Sep 2026
51 deepseek-reasoner DeepSeek 87.8 9 Sep 2026
52 OpenAI: GPT-5.4 Nano 💡 OpenAI 87.8 9 Sep 2026
53 NVIDIA: Nemotron 3 Ultra 💡 NVIDIA 86.7 9 Sep 2026
54 Qwen: Qwen3.6 35B A3B 💡 Alibaba 86.7 66 9 Sep 2026
55 OpenAI: GPT-5 Mini 💡 OpenAI 86.7 67 9 Sep 2026
56 Qwen: Qwen3 235B A22B Thinking 2507 💡 Alibaba 86.7 9 Sep 2026
57 qwen3.5-plus Alibaba 86.7 9 Sep 2026
58 Qwen: Qwen3.7 Flash 💡 Alibaba 86.7 9 Sep 2026
59 Z.ai: GLM 5.2 💡 Z.ai 86.4 91 9 Sep 2026
60 Anthropic: Claude Opus 4.5 💡 Anthropic 86.1 72 9 Sep 2026
61 Anthropic: Claude Sonnet 4.6 💡 Anthropic 85.8 80 9 Sep 2026
62 Qwen: Qwen3.6 Flash 💡 Alibaba 84.4 9 Sep 2026
63 OpenAI: GPT-5.5 💡 OpenAI 84.4 93 9 Sep 2026
64 Qwen: Qwen3.5-Flash 💡 Alibaba 84.4 9 Sep 2026
65 OpenAI: o3 💡 OpenAI 84.4 74 9 Sep 2026
66 claude-opus-4-8_none Anthropic 84.4 9 Sep 2026
67 Google: Gemini 2.5 Pro 💡 Google 84.2 65 9 Sep 2026
68 grok-4-0709 xAI 84.0 68 9 Sep 2026
69 Z.ai: GLM 4.7 💡 Z.ai 83.3 69 9 Sep 2026
70 kimi-k2-thinking-turbo Moonshot AI 83.1 9 Sep 2026
71 qwen3.5-397b-a17b_none Alibaba 82.2 9 Sep 2026
72 gemma-4-26b-a4b-it_minimal Google 82.2 9 Sep 2026
73 OpenAI: o4 Mini 💡 OpenAI 81.7 9 Sep 2026
74 claude-opus-4-5-20251101_16K Anthropic 81.7 9 Sep 2026
75 OpenAI: GPT-5 Nano 💡 OpenAI 81.1 68 9 Sep 2026
76 Google: Gemini 3.1 Flash Lite 💡 Google 80.0 9 Sep 2026
77 Z.ai: GLM 5 💡 Z.ai 80.0 77 9 Sep 2026
78 gemini-3.5-flash_minimal Google 80.0 9 Sep 2026
79 gemini-3.6-flash_minimal Google 80.0 9 Sep 2026
80 qwen3.7-plus_none Alibaba 80.0 9 Sep 2026
81 claude-sonnet-4-5-20250929_59K Anthropic 77.8 9 Sep 2026
82 claude-sonnet-4-5-20250929 Anthropic 77.8 66 9 Sep 2026
83 grok-3-mini-beta xAI 77.8 9 Sep 2026
84 qwen3.7-flash_none Alibaba 77.8 9 Sep 2026
85 OpenAI: o3 Mini 💡 OpenAI 76.9 86 9 Sep 2026
86 Qwen: Qwen3 Max 💡 Alibaba 73.3 9 Sep 2026
87 OpenAI: o1 💡 OpenAI 73.3 70 9 Sep 2026
88 gemma-4-31b-it_minimal Google 73.3 9 Sep 2026
89 gemini-2.5-flash-preview-04-17 Google 73.1 9 Sep 2026
90 Google: Gemini 3.5 Flash Lite 💡 Google 71.1 9 Sep 2026
91 MiniMax: MiniMax M3 💡 MiniMax 71.1 9 Sep 2026
92 claude-sonnet-4-5-20250929_16K Anthropic 71.1 9 Sep 2026
93 claude-sonnet-4-20250514 Anthropic 71.1 9 Sep 2026
94 gemini-2.5-flash-preview-05-20 Google 70.8 9 Sep 2026
95 Qwen: Qwen3 30B A3B Thinking 2507 💡 Alibaba 70.3 9 Sep 2026
96 qwen3.5-35b-a3b_none Alibaba 70.0 9 Sep 2026
97 claude-opus-4-1-20250805_27K Anthropic 68.9 9 Sep 2026
98 claude-sonnet-4-20250514_59K Anthropic 68.9 9 Sep 2026
99 gpt-5.6-sol_none OpenAI 68.9 9 Sep 2026
100 qwen3.6-35b-a3b_none Alibaba 68.9 9 Sep 2026
101 gpt-5.5-instant OpenAI 68.1 9 Sep 2026
102 seed-oss-36b-instruct Unknown 67.5 9 Sep 2026
103 Qwen: Qwen3 32B 💡 Alibaba 66.9 9 Sep 2026
104 claude-haiku-4-5-20251001 Anthropic 66.7 67 9 Sep 2026
105 qwen3.6-27b_none Alibaba 66.7 9 Sep 2026
106 DeepSeek: R1 0528 💡 DeepSeek 66.4 9 Sep 2026
107 Qwen: Qwen3 14B 💡 Alibaba 66.4 9 Sep 2026
108 OpenAI: gpt-oss-20b 💡 OpenAI 65.3 42 9 Sep 2026
109 claude-opus-4-1-20250805_16K Anthropic 64.4 9 Sep 2026
110 claude-opus-4-20250514_27K Anthropic 64.4 9 Sep 2026
111 Qwen: Qwen3 30B A3B 💡 Alibaba 62.8 9 Sep 2026
112 Qwen: Qwen3 30B A3B Instruct 2507 Alibaba 62.2 9 Sep 2026
113 gpt-5.2-2025-12-11_none OpenAI 62.2 9 Sep 2026
114 qwen3.5-9B_none Alibaba 61.7 9 Sep 2026
115 claude-opus-4-20250514_16K Anthropic 60.0 9 Sep 2026
116 QwQ-32B Alibaba 59.2 69 9 Sep 2026
117 Z.ai: GLM 4.7 Flash 💡 Z.ai 58.3 9 Sep 2026
118 claude-3-7-sonnet-20250219_64K Anthropic 57.8 9 Sep 2026
119 gemini-2.0-flash-thinking-exp-01-21 Google DeepMind,Google 57.8 62 9 Sep 2026
120 gpt-5.4-2026-03-05_none OpenAI 57.8 9 Sep 2026
121 gpt-5.5_none OpenAI 57.8 9 Sep 2026
122 Qwen: Qwen3 8B 💡 Alibaba 56.1 9 Sep 2026
123 qwen3.5-4b_none Alibaba 55.8 9 Sep 2026
124 grok-3-beta xAI 55.6 9 Sep 2026
125 DeepSeek-R1-Distill-Qwen-32B DeepSeek 55.6 53 9 Sep 2026
126 gpt-5-mini-2025-08-07_minimal OpenAI 55.6 9 Sep 2026
127 Qwen: Qwen3.5-35B-A3B 💡 Alibaba 54.4 9 Sep 2026
128 DeepSeek: R1 💡 DeepSeek 53.3 75 9 Sep 2026
129 claude-sonnet-4-20250514_16K Anthropic 53.3 9 Sep 2026
130 claude-3-7-sonnet-20250219 Anthropic 53.3 74 9 Sep 2026
131 gpt-5.6-terra_none OpenAI 53.3 9 Sep 2026
132 qwen3-4b-instruct-2507 Unknown 52.2 9 Sep 2026
133 DeepSeek: R1 Distill Llama 70B 💡 DeepSeek 51.4 63 9 Sep 2026
134 gemini-3.5-flash-lite_minimal Google 51.1 9 Sep 2026
135 DeepSeek-R1-Distill-Qwen-14B DeepSeek 50.6 9 Sep 2026
136 DeepSeek: DeepSeek V3 DeepSeek 48.9 62 9 Sep 2026
137 o1-mini OpenAI 46.9 65 9 Sep 2026
138 claude-3-7-sonnet-20250219_16K Anthropic 46.7 9 Sep 2026
139 gpt-5-2025-08-07_minimal OpenAI 46.7 9 Sep 2026
140 gpt-5.4-nano-2026-03-17_none OpenAI 46.7 9 Sep 2026
141 deepseek-v4-pro_none DeepSeek 46.7 9 Sep 2026
142 OpenAI: GPT-4.1 Mini OpenAI 44.7 9 Sep 2026
143 deepseek-r1-0528-qwen3-8b Unknown 43.9 9 Sep 2026
144 Qwen: Qwen3.5-9B 💡 Alibaba 42.8 44 9 Sep 2026
145 claude-opus-4-20250514 Anthropic 42.2 68 9 Sep 2026
146 Anthropic: Claude Opus 4.1 💡 Anthropic 40.0 50 9 Sep 2026
147 gpt-5.6-luna_none OpenAI 40.0 9 Sep 2026
148 OpenAI: GPT-4.1 OpenAI 38.3 46 9 Sep 2026
149 DeepSeek: DeepSeek V3 0324 DeepSeek 37.8 64 9 Sep 2026
150 gpt-4.5-preview OpenAI 37.8 54 9 Sep 2026
151 gpt-5.1-2025-11-13_none OpenAI 37.8 9 Sep 2026
152 gemini-3.1-flash-lite_minimal Google 37.8 9 Sep 2026
153 gpt-5-nano-2025-08-07_minimal OpenAI 35.6 9 Sep 2026
154 Mistral: Mistral Medium 3 Mistral 32.2 9 Sep 2026
155 gemini-2.0-flash-001 Google DeepMind,Google 31.1 61 9 Sep 2026
156 o1-preview OpenAI 31.1 9 Sep 2026
157 mistral-small-3.2-2506 Mistral 30.3 9 Sep 2026
158 magistral-small-2506 Mistral 30.0 9 Sep 2026
159 OpenAI: GPT-4.1 Nano OpenAI 28.9 9 Sep 2026
160 glm-5.2_none Z.ai 28.9 9 Sep 2026
161 magistral-small-2509 Mistral 28.1 9 Sep 2026
162 gpt-5.4-mini-2026-03-17_none OpenAI 26.7 9 Sep 2026
163 MiniMax-M3_none MiniMax 26.7 9 Sep 2026
164 qwen3-14b_none Alibaba 25.8 9 Sep 2026
165 Qwen3-30B-A3B_none Alibaba 25.6 9 Sep 2026
166 glm-4.7-flash_none Unknown 25.0 9 Sep 2026
167 gemini-1.5-pro-002 Google 23.1 9 Sep 2026
168 Qwen3-32B_none Alibaba 23.1 9 Sep 2026
169 Google: Gemma 3 27B Google 22.5 47 9 Sep 2026
170 qwen3-8b_none Alibaba 22.2 9 Sep 2026
171 DeepSeek-R1-Distill-Qwen-1.5B DeepSeek 21.4 9 Sep 2026
172 Llama-4-Maverick-17B-128E-Instruct-FP8 Meta 20.6 9 Sep 2026
173 Qwen: Qwen-Plus 💡 Alibaba 17.8 9 Sep 2026
174 Google: Gemma 3 12B Google 16.7 9 Sep 2026
175 gemini-1.5-flash-002 Google 16.2 9 Sep 2026
176 qwen-max Alibaba 16.1 9 Sep 2026
177 Microsoft: Phi 4 Microsoft 13.8 41 9 Sep 2026
178 grok-2-1212 xAI 11.5 45 9 Sep 2026
179 Llama-3.1-405B-Instruct Meta 9.7 9 Sep 2026
180 Mistral Large 2407 Mistral 8.5 9 Sep 2026
181 claude-3-5-sonnet-20241022 Anthropic 8.5 45 9 Sep 2026
182 Qwen2.5 72B Instruct Alibaba 8.1 9 Sep 2026
183 qwen3-1.7b_none Alibaba 8.1 9 Sep 2026
184 Llama-4-Scout-17B-16E-Instruct Meta 7.8 9 Sep 2026
185 mistral-large-2411 Mistral 7.8 37 9 Sep 2026
186 Google: Gemma 3 4B Google 7.5 9 Sep 2026
187 qwen2.5-32b-instruct Alibaba 7.4 9 Sep 2026
188 OpenAI: GPT-4o-mini OpenAI 6.9 31 9 Sep 2026
189 gemini-1.5-pro-001 Google 6.8 9 Sep 2026
190 OpenAI: GPT-4 Turbo OpenAI 6.7 9 Sep 2026
191 mistral-small-3-2501 Mistral 6.7 9 Sep 2026
192 claude-3-5-sonnet-20240620 Anthropic 6.5 9 Sep 2026
193 OpenAI: GPT-4o OpenAI 6.4 27 9 Sep 2026
194 qwen-turbo Alibaba 6.1 9 Sep 2026
195 mistral-small-2503 Mistral 5.8 33 9 Sep 2026
196 mistral-small-2501 Mistral 5.3 31 9 Sep 2026
197 Meta: Llama 3.3 70B Instruct Meta 5.1 34 9 Sep 2026
198 claude-3-opus-20240229 Anthropic 4.7 32 9 Sep 2026
199 gemini-1.5-flash-8b-001 Google 4.6 9 Sep 2026
200 Llama-3.1-Tulu-3-70B-DPO Allen Institute for AI,University of Washington 4.4 9 Sep 2026
201 claude-3-5-haiku-20241022 Anthropic 4.3 30 9 Sep 2026
202 Meta-Llama-3-70B-Instruct Meta 4.3 9 Sep 2026
203 gemini-1.5-flash-001 Google 3.9 9 Sep 2026
204 mistral-small-3.1-2503 Mistral 3.9 9 Sep 2026
205 Meta: Llama 3.1 70B Instruct Meta 3.6 9 Sep 2026
206 IBM: Granite 4.0 Micro IBM 2.8 9 Sep 2026
207 Llama-3.2-90B-Vision-Instruct Meta 2.6 9 Sep 2026
208 Qwen: Qwen2.5 7B Instruct Alibaba 2.5 9 Sep 2026
209 claude-2.0 Anthropic 2.5 9 Sep 2026
210 claude-3-sonnet-20240229 Anthropic 2.5 9 Sep 2026
211 Hermes-2-Theta-Llama-3-70B Nous Research,Arcee AI 2.5 9 Sep 2026
212 gpt-3.5-turbo-0125 OpenAI 2.2 9 Sep 2026
213 claude-2.1 Anthropic 1.9 9 Sep 2026
214 Meta-Llama-3-8B-Instruct Meta 1.9 9 Sep 2026
215 mistral-large-2402 Mistral 1.9 9 Sep 2026
216 Anthropic: Claude 3 Haiku Anthropic 1.8 9 Sep 2026
217 Meta: Llama 3.1 8B Instruct Meta 1.7 9 Sep 2026
218 Google: Gemma 2 27B Google 1.4 21 9 Sep 2026
219 gpt-4-0613 OpenAI 1.1 9 Sep 2026
220 gemini-1.0-pro-001 Google 1.1 9 Sep 2026
221 gemma-3-1b-it Google 1.1 9 Sep 2026
222 deepseek-llm-67b-chat DeepSeek 0.8 9 Sep 2026
223 granite-4.0-1b Unknown 0.8 9 Sep 2026
224 Meta: Llama 3.2 1B Instruct 💡 Meta 0.6 9 Sep 2026
225 gpt-4-0314 OpenAI 0.6 9 Sep 2026
226 gemma-2-9b-it Google 0.6 13 9 Sep 2026
227 Mistral-7B-Instruct-v0.3 Mistral 0.3 9 Sep 2026
228 granite-4.0-350m Unknown 0.3 9 Sep 2026
229 Llama-2-70b-chat-hf Meta 0.0 9 Sep 2026
The Known Good
Provenance. These figures are published by Epoch AI and redistributed here under CC-BY 4.0. The publisher's own page is here. We did not run this evaluation and we do not adjust the published numbers — where a score feeds an index it is min-max normalised against every other model holding the same evaluation, and nothing else is done to it. This evaluation is one of the seven components of the Known Good Index. Full licence detail is on attribution, and every score here is in the CSV download.