Mathematics · Anthropic

Claude Sonnet 4.5 Turbo on MATH-500: score, rank and what it means

Claude Sonnet 4.5 Turbo scores 88.0 on MATH-500, placing it #66 of 600 models in the index. The benchmark average is 72.5 and the leader is GPT-5.2 Max at 96.7.

Score
88.0
0–100 scale
Rank
#66
of 600
Percentile
89th
within the index
Benchmark avg
72.5
all models
Leader
96.7
GPT-5.2 Max
Gap to leader
8.7
points

Score distribution

The chart shows the top 10 models on MATH-500, with Claude Sonnet 4.5 Turbo highlighted. Longer bars mean higher scores.

GPT-5.2 Max 96.7
GPT-5.1 Reasoning 95.9
GPT-5.1 Pro 95.1
o4 Reasoning 94.8
Grok 4 Max 94.6
Grok 4 Reasoning 94.4
Claude Opus 4.5 Max 94.2
Claude Opus 4.5 93.7
Gemini 3 Pro Reasoning 93.3
Claude Opus 4.5 Turbo 93.2

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
2 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
3 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
4 o4 Reasoning OpenAI 1000000 $19.69 87.5
5 Grok 4 Max xAI 2000000 $19.70 86.6
6 Grok 4 Reasoning xAI 2000000 $19.67 87.8
7 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 Gemini 3 Pro Reasoning Google DeepMind 200000 $19.69 87.5
10 Claude Opus 4.5 Turbo Anthropic 2000000 $19.57 85.7

What this score means

On MATH-500, Claude Sonnet 4.5 Turbo sits at #66 of 600. The leader, GPT-5.2 Max, scores 96.7, so the gap to the top is 8.7 points. The median model in this index scores 76.0, which puts Claude Sonnet 4.5 Turbo above the midpoint.

Anthropic models average 85.3 on this benchmark. Claude Sonnet 4.5 Turbo is 2.7 points above that provider line, so it is a stronger result than the average Anthropic model.

Among frontier models, the average is 90.8. Claude Sonnet 4.5 Turbo is 2.8 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 88.0 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 $18.37 per million input tokens, Claude Sonnet 4.5 Turbo is above the median input price of $4.00 across the 600 models scored on MATH-500. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Claude Haiku 4.5 Max Anthropic 200000 $15.98 83.8
Grok 3 xAI 128000 $15.84 82.8
Gemini 3 Flash Max Google DeepMind 1000000 $17.43 85.0
Gemini 3 Pro Vision Google DeepMind 200000 $17.59 85.5
Claude Sonnet 4.5 Turbo Anthropic 1000000 $18.37 85.9
Kimi K2 Instruct Moonshot AI 1000000 $5.80 82.3
Gemini 2.5 Pro Reasoning Google DeepMind 128000 $16.81 83.8

Other benchmarks for Claude Sonnet 4.5 Turbo

BenchmarkScoreRankPercentileRelative
MMLU-Pro 87.2 31 95th
GPQA Diamond 83.7 15 98th
SWE-bench Verified 75.2 38 94th
HumanEval 90.4 39 94th
AIME 2025 87.8 16 97th
LiveCodeBench 78.9 54 91th
IFEval 91.4 45 93th
TruthfulQA 87.7 24 96th
HellaSwag 93.9 12 98th
MMMU 81.1 42 93th
Arena Elo 1461.7 49 92th

FAQ

What score does Claude Sonnet 4.5 Turbo get on MATH-500?

Claude Sonnet 4.5 Turbo scores 88.0 on MATH-500 in this index. The benchmark average is 72.5 and the top score is 96.7.

How does Claude Sonnet 4.5 Turbo rank on MATH-500?

It ranks #66 of 600 models, in the 89th percentile. The leader is GPT-5.2 Max at 96.7.

Is Claude Sonnet 4.5 Turbo good at MATH-500?

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 MATH-500 score calculated?

MATH-500 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 Sonnet 4.5 Turbo cost?

Claude Sonnet 4.5 Turbo costs $18.37 per million input tokens and $81.65 per million output tokens.

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