# Claude 3.7 Sonnet Thinking vs o4-mini

> Side-by-side benchmark comparison for Claude 3.7 Sonnet Thinking and o4-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-3-7-sonnet-thinking-vs-o4-mini
- Last updated: October 14, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Claude 3.7 Sonnet Thinking and o4-mini share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Claude 3.7 Sonnet Thinking | o4-mini |
|----------|----------|----------|
| Creator | Anthropic | OpenAI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 200K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 6 | 7 |
| Pricing (input/output) | N/A | $1.10 / $4.40 |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | Coming soon | 97.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| DROP | Coming soon | 77.7% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 75.0% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 78.2% | 77.6% | Claude 3.7 Sonnet Thinking |
| MMMLU | 86.1% | Coming soon | Coming soon |
| MMLU | Coming soon | 90% | Coming soon |
| SimpleQA | Coming soon | 20.2% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| MGSM | Coming soon | 93.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 93.2% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- o4-mini public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | o4-mini | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 96.2% | 97.5% | o4-mini |
| AIME 2024 | 61.3% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Claude 3.7 Sonnet Thinking and o4-mini?

Not yet. The models share only 2 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Claude 3.7 Sonnet Thinking vs Claude 3.7 Sonnet](/compare/claude-3-7-sonnet-vs-claude-3-7-sonnet-thinking)
- [o4-mini vs Claude 3.7 Sonnet](/compare/claude-3-7-sonnet-vs-o4-mini)
- [Claude 3.7 Sonnet Thinking vs o4-mini (high)](/compare/claude-3-7-sonnet-thinking-vs-o4-mini-high)
- [o4-mini vs o4-mini (high)](/compare/o4-mini-vs-o4-mini-high)

## Explore More

- [Claude 3.7 Sonnet Thinking profile](/models/claude-3-7-sonnet-thinking)
- [o4-mini profile](/models/o4-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)