# Command A+ vs MiniMax M2.7

> Side-by-side benchmark comparison for Command A+ and MiniMax M2.7 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/command-a-plus-vs-minimax-m2-7
- Last updated: October 2, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Command A+ and MiniMax M2.7 share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- MiniMax M2.7 has the lower published output-token price.
- MiniMax M2.7 has the larger published context window at 200K.

## Model Snapshot

| Property | Command A+ | MiniMax M2.7 |
|----------|----------|----------|
| Creator | Cohere | MiniMax |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 200K |
| Independent public score (not head-to-head) | 36.58 | 48.56 |
| Benchmarks Covered | 5 | 23 |
| Pricing (input/output) | $2.50 / $10.00 | $0.30 / $1.20 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Command A+ public-lane score: 15.9 (Estimated · #102/119)
- MiniMax M2.7 public-lane score: 29.2 (Supported · #82/119)

| Benchmark | Command A+ | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| τ²-bench results | 85% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 17.6% | 48.7% | MiniMax M2.7 |
| Terminal-Bench 2.0 | Coming soon | 57% | 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 |

### Coding

- Winner: Insufficient shared evidence
- Command A+ public-lane score: 23.3 (Estimated · #112/144)
- MiniMax M2.7 public-lane score: 36 (Supported · #76/144)

| Benchmark | Command A+ | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| 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 |
| 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
- Command A+ public-lane score: 58.5 (Unranked · 2 rankable rows)
- MiniMax M2.7 public-lane score: 76.1 (Unranked · 2 rankable rows)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Command A+ public-lane score: 16.1 (#48/49)
- MiniMax M2.7 public-lane score: Coming soon

| Benchmark | Command A+ | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 75.1% | Coming soon | Coming soon |
| MMMU-Pro | 63% | Coming soon | Coming soon |
| CharXiv | 52.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Command A+ public-lane score: 27.7 (Estimated · #145/171)
- MiniMax M2.7 public-lane score: 43.5 (Supported · #88/171)

| Benchmark | Command A+ | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | Coming soon | 87.0% | 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
- Command A+ public-lane score: 89.2 (#20/125)
- MiniMax M2.7 public-lane score: 91.6 (#10/125)

### Mathematics

- Winner: Insufficient shared evidence
- Command A+ public-lane score: Coming soon
- MiniMax M2.7 public-lane score: Coming soon

| Benchmark | Command A+ | MiniMax M2.7 | Winner |
|-----------|-----------|-----------|--------|
| AIME25 (Arcee) | Coming soon | 80.0% | Coming soon |

## FAQ

### Is there enough evidence to pick between Command A+ and MiniMax M2.7?

Not yet. The models share only 1 sourced benchmark row, 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

- [Command A+ vs GPT-6 Astra](/compare/command-a-plus-vs-gpt-6-astra)
- [MiniMax M2.7 vs GPT-6 Astra](/compare/gpt-6-astra-vs-minimax-m2-7)
- [Command A+ vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-command-a-plus)
- [MiniMax M2.7 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-minimax-m2-7)

## Explore More

- [Command A+ profile](/models/command-a-plus)
- [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)