# Laguna M.1 vs MiMo-V2.5

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

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

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

## Quick Verdict

Pick MiMo-V2.5 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 leads overall 57.85 to 3.93.
- The clearest category separation is in knowledge, where the averages are 18.6 for Laguna M.1 and 52.1 for MiMo-V2.5.
- The biggest single benchmark swing is GPQA Diamond (Vals) in Knowledge, with scores of 27.0% and 81.6%.
- MiMo-V2.5 also has the larger context window at 1M.

## Model Snapshot

| Property | Laguna M.1 | MiMo-V2.5 |
|----------|----------|----------|
| Creator | Poolside | Xiaomi |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 1M |
| Overall Score | 3.93 | 57.85 |
| Benchmarks Covered | 10 | 15 |
| 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 public-lane score: 49.4 (Estimated · #59/152)

| Benchmark | Laguna M.1 | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 45.8% | 65.8% | MiMo-V2.5 |
| Terminal-Bench 2.1 (Vals) | 34.1% | 60.7% | MiMo-V2.5 |
| Claw-Eval | Coming soon | 62.3% | Coming soon |
| MM-ClawBench | Coming soon | 23.8% | Coming soon |
| Gert Labs | Coming soon | 46.89% | Coming soon |
| ResearchClawBench | Coming soon | 16.9% | Coming soon |

### Coding

- Winner: MiMo-V2.5
- Laguna M.1 public-lane score: 29.7 (Supported · #140/151)
- MiMo-V2.5 public-lane score: 43.6 (Supported · #99/151)

| Benchmark | Laguna M.1 | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.6% | Coming soon | Coming soon |
| SWE Multilingual | 63.1% | Coming soon | Coming soon |
| SWE-bench Pro | 49.2% | 56.1% | MiMo-V2.5 |
| Terminal-Bench 2.0 | 45.8% | 65.8% | MiMo-V2.5 |
| LiveCodeBench (Vals) | 68.1% | 81.5% | MiMo-V2.5 |
| SWE-bench (Vals) | 57.6% | 71.0% | MiMo-V2.5 |

### Multimodal & Grounded

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- MiMo-V2.5 public-lane score: 59.2 (#29/48)

| Benchmark | Laguna M.1 | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| Video-MME (with subtitle) | Coming soon | 87.7% | Coming soon |
| CharXiv | Coming soon | 81% | Coming soon |
| MMMU-Pro | Coming soon | 77.9% | Coming soon |

### Knowledge

- Winner: Coming soon
- Laguna M.1 public-lane score: 18.6 (Estimated · #182/183)
- MiMo-V2.5 public-lane score: 52.1 (Estimated · #68/183)

| Benchmark | Laguna M.1 | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 27.0% | 81.6% | MiMo-V2.5 |
| MMLU-Pro (Vals) | 68.8% | 82.9% | MiMo-V2.5 |

## FAQ

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

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

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

The widest category gap is in knowledge, where the averages are 18.6 for Laguna M.1 and 52.1 for MiMo-V2.5.

### 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 cover on BenchLM?

MiMo-V2.5 currently has 15 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 vs Laguna XS.2](/compare/laguna-xs-2-vs-mimo-v2-5)
- [Laguna M.1 vs Laguna S 2.1](/compare/laguna-m-1-vs-laguna-s-2-1)
- [MiMo-V2.5 vs Laguna S 2.1](/compare/laguna-s-2-1-vs-mimo-v2-5)

## Explore More

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