# Laguna M.1 vs MiMo-V2.5-Pro

> Side-by-side benchmark comparison for Laguna M.1 and MiMo-V2.5-Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/laguna-m-1-vs-mimo-v2-5-pro
- Last updated: September 10, 2026

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

## Quick Verdict

Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. Laguna M.1 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- MiMo-V2.5-Pro leads overall 62.85 to 3.93.
- The clearest category separation is in knowledge, where the averages are 18.6 for Laguna M.1 and 54 for MiMo-V2.5-Pro.
- The biggest single benchmark swing is GPQA Diamond (Vals) in Knowledge, with scores of 27.0% and 82.6%.
- MiMo-V2.5-Pro also has the larger context window at 1M.

## Model Snapshot

| Property | Laguna M.1 | MiMo-V2.5-Pro |
|----------|----------|----------|
| Creator | Poolside | Xiaomi |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 1M |
| Overall Score | 3.93 | 62.85 |
| Benchmarks Covered | 10 | 13 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Laguna M.1 public-lane score: 23.9 (Estimated · #147/152)
- MiMo-V2.5-Pro public-lane score: 39.8 (Supported · #117/152)

| Benchmark | Laguna M.1 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 45.8% | 68.4% | MiMo-V2.5-Pro |
| Terminal-Bench 2.1 (Vals) | 34.1% | 57.3% | MiMo-V2.5-Pro |
| Claw-Eval | Coming soon | 63.8% | Coming soon |
| τ³-bench results | Coming soon | 72.9% | Coming soon |
| Gert Labs | Coming soon | 62.70% | Coming soon |

### Coding

- Winner: Coming soon
- Laguna M.1 public-lane score: 29.7 (Supported · #140/151)
- MiMo-V2.5-Pro public-lane score: 55.4 (Estimated · #40/151)

| Benchmark | Laguna M.1 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.6% | Coming soon | Coming soon |
| SWE Multilingual | 63.1% | Coming soon | Coming soon |
| SWE-bench Pro | 49.2% | 57.2% | MiMo-V2.5-Pro |
| Terminal-Bench 2.0 | 45.8% | 68.4% | MiMo-V2.5-Pro |
| LiveCodeBench (Vals) | 68.1% | 81.4% | MiMo-V2.5-Pro |
| SWE-bench (Vals) | 57.6% | 74.0% | MiMo-V2.5-Pro |

### Reasoning

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- MiMo-V2.5-Pro public-lane score: 75.8 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Coming soon
- Laguna M.1 public-lane score: 18.6 (Estimated · #182/183)
- MiMo-V2.5-Pro public-lane score: 54 (Supported · #59/183)

| Benchmark | Laguna M.1 | MiMo-V2.5-Pro | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 27.0% | 82.6% | MiMo-V2.5-Pro |
| MMLU-Pro (Vals) | 68.8% | 84.6% | MiMo-V2.5-Pro |
| HLE | Coming soon | 48% | Coming soon |
| HLE w/o tools | Coming soon | 34% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- MiMo-V2.5-Pro public-lane score: 93.7 (#6/123)

## FAQ

### Which is better overall, Laguna M.1 or MiMo-V2.5-Pro?

MiMo-V2.5-Pro is ahead overall on BenchLM right now.

### Where is the biggest gap between Laguna M.1 and MiMo-V2.5-Pro?

The widest category gap is in knowledge, where the averages are 18.6 for Laguna M.1 and 54 for MiMo-V2.5-Pro.

### How many benchmarks does Laguna M.1 cover on BenchLM?

Laguna M.1 currently has 10 sourced benchmark scores on BenchLM.

### How many benchmarks does MiMo-V2.5-Pro cover on BenchLM?

MiMo-V2.5-Pro currently has 13 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Laguna M.1 vs Laguna XS.2](/compare/laguna-m-1-vs-laguna-xs-2)
- [MiMo-V2.5-Pro vs Laguna XS.2](/compare/laguna-xs-2-vs-mimo-v2-5-pro)
- [Laguna M.1 vs Laguna S 2.1](/compare/laguna-m-1-vs-laguna-s-2-1)
- [MiMo-V2.5-Pro vs Laguna S 2.1](/compare/laguna-s-2-1-vs-mimo-v2-5-pro)

## Explore More

- [Laguna M.1 profile](/models/laguna-m-1)
- [MiMo-V2.5-Pro profile](/models/mimo-v2-5-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)