# MiniCPM5-1B vs MiniMax M2.7

> Side-by-side benchmark comparison for MiniCPM5-1B and MiniMax M2.7 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/minicpm5-1b-vs-minimax-m2-7
- Last updated: October 29, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: MiniCPM5-1B and MiniMax M2.7 share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- MiniMax M2.7 has the larger published context window at 200K.

## Model Snapshot

| Property | MiniCPM5-1B | MiniMax M2.7 |
|----------|----------|----------|
| Creator | OpenBMB | MiniMax |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 131K | 200K |
| Independent public score (not head-to-head) | 5.67 | 47.29 |
| Benchmarks Covered | 14 | 29 |
| Pricing (input/output) | N/A | $0.30 / $1.20 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: Coming soon
- MiniMax M2.7 public-lane score: 33.2 (Supported · #99/135)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 25.1% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 57% | Coming soon |
| τ³-bench results | Coming soon | 67.6% | Coming soon |
| Toolathlon | Coming soon | 46.3% | Coming soon |
| MLE-Bench Lite | Coming soon | 66.6% | Coming soon |
| MM-ClawBench | Coming soon | 62.7% | Coming soon |
| Claw-Eval | Coming soon | 48.7% | Coming soon |
| Gert Labs | Coming soon | 40.40% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 48.7% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: Coming soon
- MiniMax M2.7 public-lane score: 34.7 (Supported · #85/156)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench Pro | 22.7% | Coming soon | Coming soon |
| LiveCodeBench v6 | 33.5% | Coming soon | Coming soon |
| SWE-bench Verified* | Coming soon | 75.4% | Coming soon |
| SWE-bench Pro | Coming soon | 56.2% | Coming soon |
| SWE-Rebench | Coming soon | 51.9% | Coming soon |
| SWE Multilingual | Coming soon | 76.5% | Coming soon |
| Multi-SWE Bench | Coming soon | 52.7% | Coming soon |
| VIBE-Pro | Coming soon | 55.6% | Coming soon |
| NL2Repo | Coming soon | 39.8% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 57.0% | Coming soon |
| Vibe Code Bench | Coming soon | 27.04% | Coming soon |
| React Native Evals | Coming soon | 71.4% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 79.9% | Coming soon |
| SWE-bench (Vals) | Coming soon | 73.8% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: Coming soon
- MiniMax M2.7 public-lane score: 78.8 (Unranked · 2 rankable rows)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| BBH | 71.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: 9.1 (Estimated · #179/179)
- MiniMax M2.7 public-lane score: 45.2 (Supported · #94/179)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 48.9% | Coming soon | Coming soon |
| MMLU-Redux | 70.1% | Coming soon | Coming soon |
| GPQA-D | 26.3% | 87.0% | MiniMax M2.7 |
| SuperGPQA | 23.1% | Coming soon | Coming soon |
| HLE | Coming soon | 28% | Coming soon |
| MMLU-Pro (Arcee) | Coming soon | 80.8% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 86.6% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 80.4% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: 9.7 (#150/157)
- MiniMax M2.7 public-lane score: 93 (#14/157)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 46.7% | Coming soon | Coming soon |
| IFEval | 80.4% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- MiniCPM5-1B public-lane score: 12.1 (Unranked · 4 rankable rows)
- MiniMax M2.7 public-lane score: 70.5 (Unranked · 4 rankable rows)

| Benchmark | MiniCPM5-1B | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 40.4% | Coming soon | Coming soon |
| AIME26 | 40.4% | 89.8% | MiniMax M2.7 |
| HMMT Feb 2026 | 25.8% | 72.7% | MiniMax M2.7 |
| MATH-500 | 91.6% | Coming soon | Coming soon |
| AIME25 (Arcee) | Coming soon | 80.0% | Coming soon |
| HMMT Nov 2025 | Coming soon | 81.0% | Coming soon |

## FAQ

### Is there enough evidence to pick between MiniCPM5-1B and MiniMax M2.7?

Not yet. The models share only 3 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

- [MiniCPM5-1B vs MiniCPM5-2B](/compare/minicpm5-1b-vs-minicpm5-2b)
- [MiniMax M2.7 vs MiniCPM5-2B](/compare/minicpm5-2b-vs-minimax-m2-7)
- [MiniCPM5-1B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-minicpm5-1b)
- [MiniMax M2.7 vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-minimax-m2-7)

## Explore More

- [MiniCPM5-1B profile](/models/minicpm5-1b)
- [MiniMax M2.7 profile](/models/minimax-m2-7)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)