# Claude 3.7 Sonnet Thinking Benchmark Scores & Performance

> Claude 3.7 Sonnet Thinking by Anthropic has 6 source-displayable benchmark rows but no public overall score. It remains unranked.

Canonical page: https://benchlm.ai/models/claude-3-7-sonnet-thinking

Last updated: October 14, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | Anthropic |
| Source Type | Proprietary |
| Reasoning Type | Reasoning |
| Context Window | 200K |
| Official model card | [Claude 3.7 Sonnet system card](https://assets.anthropic.com/m/785e231869ea8b3b/original/claude-3-7-sonnet-system-card.pdf) |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Claude 3.7 Sonnet
- Variant: reasoning (thinking)
- Benchmarks covered: 6 of 628
- Sibling models: [Claude 3.7 Sonnet](/models/claude-3-7-sonnet)
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Multimodal & Grounded Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MMMU](/benchmarks/mmmu) | 75.0% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [GPQA](/benchmarks/gpqa) | 78.2% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |
| [MMMLU](/benchmarks/mmmlu) | 86.1% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |

## Instruction Following Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [IFEval](/benchmarks/ifeval) | 93.2% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |

## Mathematics Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MATH-500](/benchmarks/math-500) | 96.2% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |
| [AIME 2024](/benchmarks/aime2024) | 61.3% | [Anthropic: Claude 3.7 Sonnet and Claude Code](https://www.anthropic.com/news/claude-3-7-sonnet) |

## Other Anthropic Models

- [Claude Opus 5.5](/models/claude-opus-5-5) - Score: 86.58
- [Claude Fable 5.1](/models/claude-fable-5-1) - Score: 83.17
- [Claude Sonnet 5.5](/models/claude-sonnet-5-5) - Score: 82.85
- [Claude Fable 5](/models/claude-fable) - Score: 81.21
- [Claude Opus 5](/models/claude-opus-5) - Score: 79.65
- [Claude Haiku 5.5](/models/claude-haiku-5-5) - Score: 71.47
- [Claude Opus 4.8](/models/claude-opus-4-8) - Score: 70.14
- [Claude Opus 4.7 (Adaptive)](/models/claude-opus-4-7-adaptive) - Score: 68.9
- [Claude Opus 4.7](/models/claude-opus-4-7) - Score: 66.98
- [Claude Sonnet 5](/models/claude-sonnet-5) - Score: 64.62
- [Claude Opus 4.6](/models/claude-opus-4-6) - Score: 61.47
- [Claude Sonnet 4.6](/models/claude-sonnet-4-6) - Score: 55.82
- [Claude Opus 4.5 Thinking](/models/claude-opus-4-5-thinking) - Score: 54.17
- [Claude Opus 4.5](/models/claude-opus-4-5) - Score: 54.12
- [Claude Sonnet 4.5](/models/claude-sonnet-4-5) - Score: 48.66
- [Claude Haiku 4.5](/models/claude-haiku-4-5) - Score: 41.15
- [Claude 4.1 Opus](/models/claude-4-1-opus) - Score: 40.09
- [Claude 4.1 Opus Thinking](/models/claude-4-1-opus-thinking) - Score: 39.39
- [Claude 4 Sonnet](/models/claude-4-sonnet) - Score: 38.13
- [Claude 3 Opus](/models/claude-3-opus) - Score: 28.54
- [Claude 3.5 Sonnet](/models/claude-3-5-sonnet) - Score: 27.79
- [Claude 3 Haiku](/models/claude-3-haiku) - Score: 14.18
- [Claude Mythos 5](/models/claude-mythos-5) - Score: not computed
- [Claude 4 Opus Thinking](/models/claude-4-opus-thinking) - Score: not computed
- [Claude Opus 4.6 (Adaptive)](/models/claude-opus-4-6-thinking) - Score: not computed
- [Claude 4 Opus](/models/claude-4-opus) - Score: not computed
- [Claude 3.7 Sonnet](/models/claude-3-7-sonnet) - Score: not computed
- [Claude 3.5 Haiku](/models/claude-3-5-haiku) - Score: not computed
- [Claude Sonnet 4.5 Thinking](/models/claude-sonnet-4-5-thinking) - Score: not computed
- [Claude Mythos 5.1](/models/claude-mythos-5-1) - Score: not computed
- [Claude Mythos Preview](/models/claude-mythos-preview) - Score: not computed
- [Claude Haiku 4.5 Thinking](/models/claude-haiku-4-5-thinking) - Score: not computed