# MiMo-V2-Pro vs MiniMax M3

> Side-by-side benchmark comparison for MiMo-V2-Pro and MiniMax M3 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/mimo-v2-pro-vs-minimax-m3
- Last updated: October 15, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: MiMo-V2-Pro and MiniMax M3 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.

## Model Snapshot

| Property | MiMo-V2-Pro | MiniMax M3 |
|----------|----------|----------|
| Creator | Xiaomi | MiniMax |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | 1M |
| Independent public score (not head-to-head) | 52.9 | 54.94 |
| Benchmarks Covered | 4 | 27 |
| Pricing (input/output) | N/A | $0.30 / $1.20 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: Coming soon
- MiniMax M3 public-lane score: 39.4 (Supported · #67/126)

| Benchmark | MiMo-V2-Pro | MiniMax M3 | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 57.8% | 74.5% | MiniMax M3 |
| Gert Labs | 36.68% | Coming soon | Coming soon |
| ResearchClawBench | 15.3% | 19.8% | MiniMax M3 |
| Terminal-Bench 2.1 | Coming soon | 66.0% | Coming soon |
| BrowseComp | Coming soon | 83.5% | Coming soon |
| OSWorld-Verified | Coming soon | 70.1% | Coming soon |
| MCP Atlas | Coming soon | 74.2% | Coming soon |
| BankerToolBench | Coming soon | 76.1% | Coming soon |
| OSWorld 2.0 | Coming soon | 4.6% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 53.6% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: 38.3 (Estimated · #68/149)
- MiniMax M3 public-lane score: 36.5 (Supported · #73/149)

| Benchmark | MiMo-V2-Pro | MiniMax M3 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 78% | 80.5% | MiniMax M3 |
| SWE-bench Pro | Coming soon | 59% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 66.0% | Coming soon |
| NL2Repo | Coming soon | 42.1% | Coming soon |
| VIBE V2 | Coming soon | 50.1% | Coming soon |
| SVG-Bench | Coming soon | 63.7% | Coming soon |
| KernelBench Hard | Coming soon | 28.8% | Coming soon |
| OpenHarmony Bench | Coming soon | 48.4% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 82.2% | Coming soon |
| SWE-bench (Vals) | Coming soon | 75.0% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: 72.8 (Unranked · 2 rankable rows)
- MiniMax M3 public-lane score: 82.9 (#5/29)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: Coming soon
- MiniMax M3 public-lane score: 61.5 (#43/54)

| Benchmark | MiMo-V2-Pro | MiniMax M3 | Winner |
|-----------|-----------|-----------|--------|
| OfficeQA Pro | Coming soon | 45.1% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.6% | Coming soon |
| MMMU-Pro | Coming soon | 78.1% | Coming soon |
| VideoMMMU | Coming soon | 84.6% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 85.4% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: 49.3 (Estimated · #82/182)
- MiniMax M3 public-lane score: 49.6 (Supported · #81/182)

| Benchmark | MiMo-V2-Pro | MiniMax M3 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | Coming soon | 92.7% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 84.2% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: 84 (#49/146)
- MiniMax M3 public-lane score: 93.8 (#5/146)

### Mathematics

- Winner: Insufficient shared evidence
- MiMo-V2-Pro public-lane score: Coming soon
- MiniMax M3 public-lane score: Coming soon

| Benchmark | MiMo-V2-Pro | MiniMax M3 | Winner |
|-----------|-----------|-----------|--------|
| USAMO 2026 | Coming soon | 85.7% | Coming soon |

## FAQ

### Is there enough evidence to pick between MiMo-V2-Pro and MiniMax M3?

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

- [MiMo-V2-Pro vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-mimo-v2-pro)
- [MiniMax M3 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-minimax-m3)
- [MiMo-V2-Pro vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-mimo-v2-pro)
- [MiniMax M3 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-minimax-m3)

## Explore More

- [MiMo-V2-Pro profile](/models/mimo-v2-pro)
- [MiniMax M3 profile](/models/minimax-m3)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)