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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
238 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 238 of 238 models
# Model Creator Mock AIME 2024–25 Known Good Index Measured
1 OpenAI: GPT-5.6 Sol 💡 OpenAI 100.0 — 8 Oct 2026
2 Anthropic: Claude Fable 5 💡 Anthropic 100.0 — 8 Oct 2026
3 gpt-5.5-pro-pre-release OpenAI 100.0 — 8 Oct 2026
4 gpt-5.5-pre-release OpenAI 100.0 97 8 Oct 2026
5 Anthropic: Claude Fable 5.1 💡 Anthropic 100.0 — 8 Oct 2026
6 OpenAI: GPT-6 Astra 💡 OpenAI 100.0 — 8 Oct 2026
7 Qwen: Qwen3.8 Max (0902) 💡 Alibaba 100.0 — 8 Oct 2026
8 Anthropic: Claude Opus 5.5 💡 Anthropic 100.0 — 8 Oct 2026
9 OpenAI: GPT-6 Sol 💡 OpenAI 100.0 — 8 Oct 2026
10 Anthropic: Claude Sonnet 5.5 💡 Anthropic 100.0 — 8 Oct 2026
11 OpenAI: GPT-6.1 Sol 💡 OpenAI 100.0 — 8 Oct 2026
12 OpenAI: GPT-5.6 Terra 💡 OpenAI 99.7 — 8 Oct 2026
13 Qwen: Qwen3.8 Max 💡 Alibaba 99.4 — 8 Oct 2026
14 SpaceXAI: Grok 4.6 💡 xAI 99.2 — 8 Oct 2026
15 Meta: Muse Spark 1.3 💡 Meta 99.2 — 8 Oct 2026
16 Anthropic: Claude Opus 5 💡 Anthropic 98.9 — 8 Oct 2026
17 Google: Gemini 3.8 Flash 💡 Google 98.9 — 8 Oct 2026
18 OpenAI: GPT-6 Luna 💡 OpenAI 98.9 — 8 Oct 2026
19 DeepSeek: DeepSeek V4 Pro 0813 💡 DeepSeek 98.6 — 8 Oct 2026
20 OpenAI: GPT-5.6 Luna 💡 OpenAI 98.3 — 8 Oct 2026
21 Anthropic: Claude Opus 4.8 💡 Anthropic 98.3 — 8 Oct 2026
22 SpaceXAI: Grok 4.7 💡 xAI 98.1 — 8 Oct 2026
23 Anthropic: Claude Opus 4.7 💡 Anthropic 97.8 90 8 Oct 2026
24 SpaceXAI: Grok 4.5 💡 xAI 97.8 — 8 Oct 2026
25 OpenAI: GPT-5.4 💡 OpenAI 97.8 89 8 Oct 2026
26 MoonshotAI: Kimi K3 💡 Moonshot AI 97.2 — 8 Oct 2026
27 Google: Gemini 3.7 Flash 💡 Google 97.2 — 8 Oct 2026
28 DeepSeek: DeepSeek V4 Pro 0423 💡 DeepSeek 96.7 93 8 Oct 2026
29 MoonshotAI: Kimi K2.6 💡 Moonshot AI 96.1 92 8 Oct 2026
30 OpenAI: GPT-5.2 💡 OpenAI 96.1 79 8 Oct 2026
31 Google: Gemini 3.1 Pro Preview 💡 Google 95.6 93 8 Oct 2026
32 MoonshotAI: Kimi K2.7 Code 💡 Moonshot AI 95.6 — 8 Oct 2026
33 Qwen: Qwen3.7 Max 💡 Alibaba 95.6 93 8 Oct 2026
34 Google: Gemini 3.5 Flash 💡 Google 95.6 95 8 Oct 2026
35 Google: Gemini 3 Flash Preview 💡 Google 95.6 83 8 Oct 2026
36 Anthropic: Claude Sonnet 5 💡 Anthropic 94.7 — 8 Oct 2026
37 claude-opus-4-6_64K Anthropic 94.4 — 8 Oct 2026
38 DeepSeek: DeepSeek V4 Flash 0731 💡 DeepSeek 94.4 — 8 Oct 2026
39 Google: Gemini 3.6 Flash 💡 Google 94.2 — 8 Oct 2026
40 Z.ai: GLM 5.3 Flash 💡 Z.ai 93.9 — 8 Oct 2026
41 Qwen: Qwen3.7 Plus 💡 Alibaba 93.3 — 8 Oct 2026
42 SpaceXAI: Grok 4.3 💡 xAI 93.3 — 8 Oct 2026
43 Z.ai: GLM 5.1 💡 Z.ai 93.3 90 8 Oct 2026
44 Qwen: Qwen3.6 Plus 💡 Alibaba 93.3 79 8 Oct 2026
45 Anthropic: Claude Opus 4.6 💡 Anthropic 93.1 87 8 Oct 2026
46 grok-4.20-0309-reasoning xAI 92.2 — 8 Oct 2026
47 fireworks/kimi-k2p5 Moonshot AI 92.2 — 8 Oct 2026
48 OpenAI: GPT-5 💡 OpenAI 91.4 77 8 Oct 2026
49 gemini-3-pro-preview Google 91.4 81 8 Oct 2026
50 Qwen: Qwen3.6 Max Preview 💡 Alibaba 91.1 89 8 Oct 2026
51 Qwen: Qwen3.6 27B 💡 Alibaba 91.1 — 8 Oct 2026
52 Z.ai: GLM 5.3 💡 Z.ai 91.1 — 8 Oct 2026
53 Thinking Machines: Inkling Small 💡 Thinking Machines 90.0 — 8 Oct 2026
54 muse-spark Meta 88.9 — 8 Oct 2026
55 Thinking Machines: Inkling 💡 Thinking Machines 88.9 — 8 Oct 2026
56 OpenAI: GPT-5.4 Mini 💡 OpenAI 88.9 — 8 Oct 2026
57 Qwen: Qwen3.5 397B A17B 💡 Alibaba 88.9 — 8 Oct 2026
58 OpenAI: gpt-oss-120b 💡 OpenAI 88.9 62 8 Oct 2026
59 OpenAI: GPT-5.1 💡 OpenAI 88.6 73 8 Oct 2026
60 deepseek-reasoner DeepSeek 87.8 — 8 Oct 2026
61 OpenAI: GPT-5.4 Nano 💡 OpenAI 87.8 — 8 Oct 2026
62 NVIDIA: Nemotron 3 Ultra 💡 NVIDIA 86.7 — 8 Oct 2026
63 Qwen: Qwen3.6 35B A3B 💡 Alibaba 86.7 66 8 Oct 2026
64 OpenAI: GPT-5 Mini 💡 OpenAI 86.7 66 8 Oct 2026
65 Qwen: Qwen3 235B A22B Thinking 2507 💡 Alibaba 86.7 — 8 Oct 2026
66 qwen3.5-plus Alibaba 86.7 — 8 Oct 2026
67 Qwen: Qwen3.7 Flash 💡 Alibaba 86.7 — 8 Oct 2026
68 Z.ai: GLM 5.2 💡 Z.ai 86.4 91 8 Oct 2026
69 Anthropic: Claude Opus 4.5 💡 Anthropic 86.1 71 8 Oct 2026
70 Anthropic: Claude Sonnet 4.6 💡 Anthropic 85.8 80 8 Oct 2026
71 Qwen: Qwen3.6 Flash 💡 Alibaba 84.4 — 8 Oct 2026
72 OpenAI: GPT-5.5 💡 OpenAI 84.4 93 8 Oct 2026
73 Qwen: Qwen3.5-Flash 💡 Alibaba 84.4 — 8 Oct 2026
74 OpenAI: o3 💡 OpenAI 84.4 72 8 Oct 2026
75 claude-opus-4-8_none Anthropic 84.4 — 8 Oct 2026
76 Google: Gemini 2.5 Pro 💡 Google 84.2 65 8 Oct 2026
77 grok-4-0709 xAI 84.0 68 8 Oct 2026
78 Z.ai: GLM 4.7 💡 Z.ai 83.3 69 8 Oct 2026
79 kimi-k2-thinking-turbo Moonshot AI 83.1 — 8 Oct 2026
80 qwen3.5-397b-a17b_none Alibaba 82.2 — 8 Oct 2026
81 gemma-4-26b-a4b-it_minimal Google 82.2 — 8 Oct 2026
82 OpenAI: o4 Mini 💡 OpenAI 81.7 — 8 Oct 2026
83 claude-opus-4-5-20251101_16K Anthropic 81.7 — 8 Oct 2026
84 OpenAI: GPT-5 Nano 💡 OpenAI 81.1 68 8 Oct 2026
85 Google: Gemini 3.1 Flash Lite 💡 Google 80.0 — 8 Oct 2026
86 Z.ai: GLM 5 💡 Z.ai 80.0 77 8 Oct 2026
87 gemini-3.5-flash_minimal Google 80.0 — 8 Oct 2026
88 gemini-3.6-flash_minimal Google 80.0 — 8 Oct 2026
89 qwen3.7-plus_none Alibaba 80.0 — 8 Oct 2026
90 claude-sonnet-4-5-20250929_59K Anthropic 77.8 — 8 Oct 2026
91 claude-sonnet-4-5-20250929 Anthropic 77.8 66 8 Oct 2026
92 grok-3-mini-beta xAI 77.8 — 8 Oct 2026
93 qwen3.7-flash_none Alibaba 77.8 — 8 Oct 2026
94 OpenAI: o3 Mini 💡 OpenAI 76.9 86 8 Oct 2026
95 Qwen: Qwen3 Max 💡 Alibaba 73.3 — 8 Oct 2026
96 OpenAI: o1 💡 OpenAI 73.3 69 8 Oct 2026
97 gemma-4-31b-it_minimal Google 73.3 — 8 Oct 2026
98 gemini-2.5-flash-preview-04-17 Google 73.1 — 8 Oct 2026
99 Google: Gemini 3.5 Flash Lite 💡 Google 71.1 — 8 Oct 2026
100 MiniMax: MiniMax M3 💡 MiniMax 71.1 — 8 Oct 2026
101 claude-sonnet-4-5-20250929_16K Anthropic 71.1 — 8 Oct 2026
102 claude-sonnet-4-20250514 Anthropic 71.1 — 8 Oct 2026
103 gemini-2.5-flash-preview-05-20 Google 70.8 — 8 Oct 2026
104 Qwen: Qwen3 30B A3B Thinking 2507 💡 Alibaba 70.3 — 8 Oct 2026
105 qwen3.5-35b-a3b_none Alibaba 70.0 — 8 Oct 2026
106 claude-opus-4-1-20250805_27K Anthropic 68.9 — 8 Oct 2026
107 claude-sonnet-4-20250514_59K Anthropic 68.9 — 8 Oct 2026
108 gpt-5.6-sol_none OpenAI 68.9 — 8 Oct 2026
109 qwen3.6-35b-a3b_none Alibaba 68.9 — 8 Oct 2026
110 gpt-5.5-instant OpenAI 68.1 — 8 Oct 2026
111 seed-oss-36b-instruct Unknown 67.5 — 8 Oct 2026
112 Qwen: Qwen3 32B 💡 Alibaba 66.9 — 8 Oct 2026
113 claude-haiku-4-5-20251001 Anthropic 66.7 67 8 Oct 2026
114 qwen3.6-27b_none Alibaba 66.7 — 8 Oct 2026
115 DeepSeek: R1 0528 💡 DeepSeek 66.4 — 8 Oct 2026
116 Qwen: Qwen3 14B 💡 Alibaba 66.4 — 8 Oct 2026
117 OpenAI: gpt-oss-20b 💡 OpenAI 65.3 42 8 Oct 2026
118 claude-opus-4-1-20250805_16K Anthropic 64.4 — 8 Oct 2026
119 claude-opus-4-20250514_27K Anthropic 64.4 — 8 Oct 2026
120 Qwen: Qwen3 30B A3B 💡 Alibaba 62.8 — 8 Oct 2026
121 Qwen: Qwen3 30B A3B Instruct 2507 Alibaba 62.2 — 8 Oct 2026
122 gpt-5.2-2025-12-11_none OpenAI 62.2 — 8 Oct 2026
123 qwen3.5-9B_none Alibaba 61.7 — 8 Oct 2026
124 claude-opus-4-20250514_16K Anthropic 60.0 — 8 Oct 2026
125 QwQ-32B Alibaba 59.2 69 8 Oct 2026
126 Z.ai: GLM 4.7 Flash 💡 Z.ai 58.3 — 8 Oct 2026
127 claude-3-7-sonnet-20250219_64K Anthropic 57.8 — 8 Oct 2026
128 gemini-2.0-flash-thinking-exp-01-21 Google DeepMind,Google 57.8 62 8 Oct 2026
129 gpt-5.4-2026-03-05_none OpenAI 57.8 — 8 Oct 2026
130 gpt-5.5_none OpenAI 57.8 — 8 Oct 2026
131 Qwen: Qwen3 8B 💡 Alibaba 56.1 — 8 Oct 2026
132 qwen3.5-4b_none Alibaba 55.8 — 8 Oct 2026
133 grok-3-beta xAI 55.6 — 8 Oct 2026
134 DeepSeek-R1-Distill-Qwen-32B DeepSeek 55.6 53 8 Oct 2026
135 gpt-5-mini-2025-08-07_minimal OpenAI 55.6 — 8 Oct 2026
136 Qwen: Qwen3.5-35B-A3B 💡 Alibaba 54.4 — 8 Oct 2026
137 DeepSeek: R1 💡 DeepSeek 53.3 75 8 Oct 2026
138 claude-sonnet-4-20250514_16K Anthropic 53.3 — 8 Oct 2026
139 claude-3-7-sonnet-20250219 Anthropic 53.3 74 8 Oct 2026
140 gpt-5.6-terra_none OpenAI 53.3 — 8 Oct 2026
141 qwen3-4b-instruct-2507 Unknown 52.2 — 8 Oct 2026
142 DeepSeek: R1 Distill Llama 70B 💡 DeepSeek 51.4 63 8 Oct 2026
143 gemini-3.5-flash-lite_minimal Google 51.1 — 8 Oct 2026
144 DeepSeek-R1-Distill-Qwen-14B DeepSeek 50.6 — 8 Oct 2026
145 DeepSeek: DeepSeek V3 DeepSeek 48.9 62 8 Oct 2026
146 o1-mini OpenAI 46.9 65 8 Oct 2026
147 claude-3-7-sonnet-20250219_16K Anthropic 46.7 — 8 Oct 2026
148 gpt-5-2025-08-07_minimal OpenAI 46.7 — 8 Oct 2026
149 gpt-5.4-nano-2026-03-17_none OpenAI 46.7 — 8 Oct 2026
150 deepseek-v4-pro_none DeepSeek 46.7 — 8 Oct 2026
151 OpenAI: GPT-4.1 Mini OpenAI 44.7 — 8 Oct 2026
152 deepseek-r1-0528-qwen3-8b Unknown 43.9 — 8 Oct 2026
153 Qwen: Qwen3.5-9B 💡 Alibaba 42.8 44 8 Oct 2026
154 claude-opus-4-20250514 Anthropic 42.2 68 8 Oct 2026
155 Anthropic: Claude Opus 4.1 💡 Anthropic 40.0 49 8 Oct 2026
156 gpt-5.6-luna_none OpenAI 40.0 — 8 Oct 2026
157 OpenAI: GPT-4.1 OpenAI 38.3 46 8 Oct 2026
158 DeepSeek: DeepSeek V3 0324 DeepSeek 37.8 64 8 Oct 2026
159 gpt-4.5-preview OpenAI 37.8 54 8 Oct 2026
160 gpt-5.1-2025-11-13_none OpenAI 37.8 — 8 Oct 2026
161 gemini-3.1-flash-lite_minimal Google 37.8 — 8 Oct 2026
162 gpt-5-nano-2025-08-07_minimal OpenAI 35.6 — 8 Oct 2026
163 Mistral: Mistral Medium 3 Mistral 32.2 — 8 Oct 2026
164 gemini-2.0-flash-001 Google DeepMind,Google 31.1 61 8 Oct 2026
165 o1-preview OpenAI 31.1 — 8 Oct 2026
166 mistral-small-3.2-2506 Mistral 30.3 — 8 Oct 2026
167 magistral-small-2506 Mistral 30.0 — 8 Oct 2026
168 OpenAI: GPT-4.1 Nano OpenAI 28.9 — 8 Oct 2026
169 glm-5.2_none Z.ai 28.9 — 8 Oct 2026
170 magistral-small-2509 Mistral 28.1 — 8 Oct 2026
171 gpt-5.4-mini-2026-03-17_none OpenAI 26.7 — 8 Oct 2026
172 MiniMax-M3_none MiniMax 26.7 — 8 Oct 2026
173 qwen3-14b_none Alibaba 25.8 — 8 Oct 2026
174 Qwen3-30B-A3B_none Alibaba 25.6 — 8 Oct 2026
175 glm-4.7-flash_none Unknown 25.0 — 8 Oct 2026
176 gemini-1.5-pro-002 Google 23.1 — 8 Oct 2026
177 Qwen3-32B_none Alibaba 23.1 — 8 Oct 2026
178 Google: Gemma 3 27B Google 22.5 47 8 Oct 2026
179 qwen3-8b_none Alibaba 22.2 — 8 Oct 2026
180 DeepSeek-R1-Distill-Qwen-1.5B DeepSeek 21.4 — 8 Oct 2026
181 Llama-4-Maverick-17B-128E-Instruct-FP8 Meta 20.6 — 8 Oct 2026
182 Qwen: Qwen-Plus 💡 Alibaba 17.8 — 8 Oct 2026
183 Google: Gemma 3 12B Google 16.7 — 8 Oct 2026
184 gemini-1.5-flash-002 Google 16.2 — 8 Oct 2026
185 qwen-max Alibaba 16.1 — 8 Oct 2026
186 Microsoft: Phi 4 Microsoft 13.8 41 8 Oct 2026
187 grok-2-1212 xAI 11.5 45 8 Oct 2026
188 Llama-3.1-405B-Instruct Meta 9.7 — 8 Oct 2026
189 Mistral Large 2407 Mistral 8.5 — 8 Oct 2026
190 claude-3-5-sonnet-20241022 Anthropic 8.5 45 8 Oct 2026
191 Qwen2.5 72B Instruct Alibaba 8.1 — 8 Oct 2026
192 qwen3-1.7b_none Alibaba 8.1 — 8 Oct 2026
193 Llama-4-Scout-17B-16E-Instruct Meta 7.8 — 8 Oct 2026
194 mistral-large-2411 Mistral 7.8 37 8 Oct 2026
195 Google: Gemma 3 4B Google 7.5 — 8 Oct 2026
196 qwen2.5-32b-instruct Alibaba 7.4 — 8 Oct 2026
197 OpenAI: GPT-4o-mini OpenAI 6.9 31 8 Oct 2026
198 gemini-1.5-pro-001 Google 6.8 — 8 Oct 2026
199 OpenAI: GPT-4 Turbo OpenAI 6.7 — 8 Oct 2026
200 mistral-small-3-2501 Mistral 6.7 — 8 Oct 2026
201 claude-3-5-sonnet-20240620 Anthropic 6.5 — 8 Oct 2026
202 OpenAI: GPT-4o OpenAI 6.4 27 8 Oct 2026
203 qwen-turbo Alibaba 6.1 — 8 Oct 2026
204 mistral-small-2503 Mistral 5.8 33 8 Oct 2026
205 mistral-small-2501 Mistral 5.3 31 8 Oct 2026
206 Meta: Llama 3.3 70B Instruct Meta 5.1 34 8 Oct 2026
207 claude-3-opus-20240229 Anthropic 4.7 32 8 Oct 2026
208 gemini-1.5-flash-8b-001 Google 4.6 — 8 Oct 2026
209 Llama-3.1-Tulu-3-70B-DPO Allen Institute for AI,University of Washington 4.4 — 8 Oct 2026
210 claude-3-5-haiku-20241022 Anthropic 4.3 30 8 Oct 2026
211 Meta-Llama-3-70B-Instruct Meta 4.3 — 8 Oct 2026
212 gemini-1.5-flash-001 Google 3.9 — 8 Oct 2026
213 mistral-small-3.1-2503 Mistral 3.9 — 8 Oct 2026
214 Meta: Llama 3.1 70B Instruct Meta 3.6 — 8 Oct 2026
215 IBM: Granite 4.0 Micro IBM 2.8 — 8 Oct 2026
216 Llama-3.2-90B-Vision-Instruct Meta 2.6 — 8 Oct 2026
217 Qwen: Qwen2.5 7B Instruct Alibaba 2.5 — 8 Oct 2026
218 claude-2.0 Anthropic 2.5 — 8 Oct 2026
219 claude-3-sonnet-20240229 Anthropic 2.5 — 8 Oct 2026
220 Hermes-2-Theta-Llama-3-70B Nous Research,Arcee AI 2.5 — 8 Oct 2026
221 gpt-3.5-turbo-0125 OpenAI 2.2 — 8 Oct 2026
222 claude-2.1 Anthropic 1.9 — 8 Oct 2026
223 Meta-Llama-3-8B-Instruct Meta 1.9 — 8 Oct 2026
224 mistral-large-2402 Mistral 1.9 — 8 Oct 2026
225 Anthropic: Claude 3 Haiku Anthropic 1.8 — 8 Oct 2026
226 Meta: Llama 3.1 8B Instruct 💡 Meta 1.7 — 8 Oct 2026
227 Google: Gemma 2 27B Google 1.4 21 8 Oct 2026
228 gpt-4-0613 OpenAI 1.1 — 8 Oct 2026
229 gemini-1.0-pro-001 Google 1.1 — 8 Oct 2026
230 gemma-3-1b-it Google 1.1 — 8 Oct 2026
231 deepseek-llm-67b-chat DeepSeek 0.8 — 8 Oct 2026
232 granite-4.0-1b Unknown 0.8 — 8 Oct 2026
233 Meta: Llama 3.2 1B Instruct Meta 0.6 — 8 Oct 2026
234 gpt-4-0314 OpenAI 0.6 — 8 Oct 2026
235 gemma-2-9b-it Google 0.6 13 8 Oct 2026
236 Mistral-7B-Instruct-v0.3 Mistral 0.3 — 8 Oct 2026
237 granite-4.0-350m Unknown 0.3 — 8 Oct 2026
238 Llama-2-70b-chat-hf Meta 0.0 — 8 Oct 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.