# Claude 3.7 Sonnet Thinking vs MiniCPM5-1B

> Side-by-side benchmark comparison for Claude 3.7 Sonnet Thinking and MiniCPM5-1B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-3-7-sonnet-thinking-vs-minicpm5-1b
- 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 MiniCPM5-1B 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.
- Claude 3.7 Sonnet Thinking has the larger published context window at 200K.

## Model Snapshot

| Property | Claude 3.7 Sonnet Thinking | MiniCPM5-1B |
|----------|----------|----------|
| Creator | Anthropic | OpenBMB |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 131K |
| Independent public score (not head-to-head) | null | 7.02 |
| Benchmarks Covered | 6 | 14 |
| Pricing (input/output) | N/A | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | Coming soon | 25.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench Pro | Coming soon | 22.7% | Coming soon |
| LiveCodeBench v6 | Coming soon | 33.5% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| BBH | Coming soon | 71.9% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 75.0% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 11.1 (Estimated · #181/181)

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 78.2% | Coming soon | Coming soon |
| MMMLU | 86.1% | Coming soon | Coming soon |
| MMLU-Pro | Coming soon | 48.9% | Coming soon |
| MMLU-Redux | Coming soon | 70.1% | Coming soon |
| GPQA-D | Coming soon | 26.3% | Coming soon |
| SuperGPQA | Coming soon | 23.1% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 9.7 (#125/128)

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 93.2% | 80.4% | Claude 3.7 Sonnet Thinking |
| IFBench | Coming soon | 46.7% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Claude 3.7 Sonnet Thinking public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 12.1 (Unranked · 4 rankable rows)

| Benchmark | Claude 3.7 Sonnet Thinking | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 96.2% | 91.6% | Claude 3.7 Sonnet Thinking |
| AIME 2024 | 61.3% | Coming soon | Coming soon |
| AIME 2025 | Coming soon | 40.4% | Coming soon |
| AIME26 | Coming soon | 40.4% | Coming soon |
| HMMT Feb 2026 | Coming soon | 25.8% | Coming soon |

## FAQ

### Is there enough evidence to pick between Claude 3.7 Sonnet Thinking and MiniCPM5-1B?

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)
- [MiniCPM5-1B vs Claude 3.7 Sonnet](/compare/claude-3-7-sonnet-vs-minicpm5-1b)
- [Claude 3.7 Sonnet Thinking vs MiniCPM5-2B](/compare/claude-3-7-sonnet-thinking-vs-minicpm5-2b)
- [MiniCPM5-1B vs MiniCPM5-2B](/compare/minicpm5-1b-vs-minicpm5-2b)

## Explore More

- [Claude 3.7 Sonnet Thinking profile](/models/claude-3-7-sonnet-thinking)
- [MiniCPM5-1B profile](/models/minicpm5-1b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)