Mathematics · Anthropic

Claude 3.7 Sonnet on AIME 2025: score, rank and what it means

Claude 3.7 Sonnet scores 81.2 on AIME 2025, placing it #70 of 600 models in the index. The benchmark average is 63.6 and the leader is Claude Opus 4.5 Pro at 91.4.

Score
81.2
0–100 scale
Rank
#70
of 600
Percentile
88th
within the index
Benchmark avg
63.6
all models
Leader
91.4
Claude Opus 4.5 Pro
Gap to leader
10.2
points

Score distribution

The chart shows the top 10 models on AIME 2025, with Claude 3.7 Sonnet highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Pro 91.4
GPT-5.2 Pro 91.0
GPT-5.1 Pro 90.6
GPT-5.2 90.6
o4 Reasoning 90.3
o4 Pro 89.9
Claude Opus 4.5 89.8
Gemini 3 Pro Max 89.6
Claude Opus 4.5 Max 89.3
Claude Opus 4.5 Reasoning 88.9

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
3 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
4 GPT-5.2 OpenAI 2000000 $19.71 88.0
5 o4 Reasoning OpenAI 1000000 $19.69 87.5
6 o4 Pro OpenAI 1000000 $19.37 87.3
7 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
8 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2

What this score means

On AIME 2025, Claude 3.7 Sonnet sits at #70 of 600. The leader, Claude Opus 4.5 Pro, scores 91.4, so the gap to the top is 10.2 points. The median model in this index scores 67.6, which puts Claude 3.7 Sonnet above the midpoint.

Anthropic models average 79.7 on this benchmark. Claude 3.7 Sonnet is 1.5 points above that provider line, so it is a stronger result than the average Anthropic model.

Among multimodal models, the average is 73.9. Claude 3.7 Sonnet is 7.3 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 81.2 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.

Price context

At $14.91 per million input tokens, Claude 3.7 Sonnet is above the median input price of $4.00 across the 600 models scored on AIME 2025. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Claude 3.7 Sonnet Turbo Anthropic 200000 $15.56 82.3
Doubao 1.5 Pro Reasoning ByteDance 128000 $14.56 81.6
Kimi K1.5 Chat Moonshot AI 128000 $5.11 80.2
Gemini 3 Flash Turbo Google DeepMind 200000 $17.07 84.1
Claude 3.7 Sonnet Anthropic 200000 $14.91 81.6
Qwen3-Max Turbo Alibaba Cloud 1000000 $17.70 84.7
DeepSeek-R1 DeepSeek 128000 $5.83 82.8

Other benchmarks for Claude 3.7 Sonnet

BenchmarkScoreRankPercentileRelative
MMLU-Pro 83.5 93 85th
GPQA Diamond 80.2 53 91th
SWE-bench Verified 70.1 107 82th
HumanEval 85.7 103 83th
MATH-500 88.9 60 90th
LiveCodeBench 75.0 95 84th
IFEval 88.5 94 84th
TruthfulQA 81.7 133 78th
HellaSwag 87.6 156 74th
MMMU 75.5 149 75th
Arena Elo 1451.9 68 89th

FAQ

What score does Claude 3.7 Sonnet get on AIME 2025?

Claude 3.7 Sonnet scores 81.2 on AIME 2025 in this index. The benchmark average is 63.6 and the top score is 91.4.

How does Claude 3.7 Sonnet rank on AIME 2025?

It ranks #70 of 600 models, in the 88th percentile. The leader is Claude Opus 4.5 Pro at 91.4.

Is Claude 3.7 Sonnet good at AIME 2025?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the AIME 2025 score calculated?

AIME 2025 is a mathematics benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.

What does Claude 3.7 Sonnet cost?

Claude 3.7 Sonnet costs $14.91 per million input tokens and $74.27 per million output tokens.

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