# Laguna M.1 vs Qwen3.6-27B

> Side-by-side benchmark comparison for Laguna M.1 and Qwen3.6-27B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/laguna-m-1-vs-qwen3-6-27b
- Last updated: September 10, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.6-27B 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

- Qwen3.6-27B leads overall 47.69 to 3.93.
- The clearest category separation is in knowledge, where the averages are 18.6 for Laguna M.1 and 46.6 for Qwen3.6-27B.
- The biggest single benchmark swing is Terminal-Bench 2.0 in Agentic, with scores of 45.8% and 59.3%.
- Qwen3.6-27B is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.6-27B also has the larger context window at 262K.

## Model Snapshot

| Property | Laguna M.1 | Qwen3.6-27B |
|----------|----------|----------|
| Creator | Poolside | Alibaba |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 262K |
| Overall Score | 3.93 | 47.69 |
| Benchmarks Covered | 10 | 38 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Laguna M.1 public-lane score: 23.9 (Estimated · #147/152)
- Qwen3.6-27B public-lane score: 30.9 (Supported · #140/152)

| Benchmark | Laguna M.1 | Qwen3.6-27B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 45.8% | 59.3% | Qwen3.6-27B |
| Terminal-Bench 2.1 (Vals) | 34.1% | Coming soon | Coming soon |
| Claw-Eval | Coming soon | 72.4% | Coming soon |
| QwenClawBench | Coming soon | 53.4% | Coming soon |
| QwenWebBench | Coming soon | 1487 | Coming soon |
| AndroidWorld | Coming soon | 70.3% | Coming soon |
| Gert Labs | Coming soon | 54.84% | Coming soon |

### Coding

- Winner: Qwen3.6-27B
- Laguna M.1 public-lane score: 29.7 (Supported · #140/151)
- Qwen3.6-27B public-lane score: 41.7 (Supported · #107/151)

| Benchmark | Laguna M.1 | Qwen3.6-27B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.6% | 77.2% | Qwen3.6-27B |
| SWE Multilingual | 63.1% | 71.3% | Qwen3.6-27B |
| SWE-bench Pro | 49.2% | 53.5% | Qwen3.6-27B |
| Terminal-Bench 2.0 | 45.8% | 59.3% | Qwen3.6-27B |
| LiveCodeBench (Vals) | 68.1% | Coming soon | Coming soon |
| SWE-bench (Vals) | 57.6% | Coming soon | Coming soon |
| LiveCodeBench | Coming soon | 83.9% | Coming soon |
| NL2Repo | Coming soon | 36.2% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- Qwen3.6-27B public-lane score: 51.9 (#35/48)

| Benchmark | Laguna M.1 | Qwen3.6-27B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | Coming soon | 82.9% | Coming soon |
| MMMU-Pro | Coming soon | 75.8% | Coming soon |
| RealWorldQA | Coming soon | 84.1% | Coming soon |
| DynaMath | Coming soon | 85.6% | Coming soon |
| MStar | Coming soon | 81.4% | Coming soon |
| SimpleVQA | Coming soon | 56.1% | Coming soon |
| CharXiv | Coming soon | 78.4% | Coming soon |
| CC-OCR | Coming soon | 81.2% | Coming soon |
| CountBench | Coming soon | 97.8% | Coming soon |
| RefCOCO (avg) | Coming soon | 92.5% | Coming soon |
| ERQA | Coming soon | 62.5% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 87.7% | Coming soon |
| VideoMMMU | Coming soon | 84.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 86.6% | Coming soon |
| V* | Coming soon | 94.7% | Coming soon |

### Reasoning

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- Qwen3.6-27B public-lane score: 74.1 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Coming soon
- Laguna M.1 public-lane score: 18.6 (Estimated · #182/183)
- Qwen3.6-27B public-lane score: 46.6 (Estimated · #101/183)

| Benchmark | Laguna M.1 | Qwen3.6-27B | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 27.0% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 68.8% | Coming soon | Coming soon |
| MMLU-Pro | Coming soon | 86.2% | Coming soon |
| MMLU-Redux | Coming soon | 93.5% | Coming soon |
| SuperGPQA | Coming soon | 66% | Coming soon |
| C-Eval | Coming soon | 91.4% | Coming soon |
| GPQA | Coming soon | 87.8% | Coming soon |
| HLE | Coming soon | 24% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- Qwen3.6-27B public-lane score: 82.4 (#51/123)

### Mathematics

- Winner: Coming soon
- Laguna M.1 public-lane score: Coming soon
- Qwen3.6-27B public-lane score: 72.8 (Unranked · 5 rankable rows)

| Benchmark | Laguna M.1 | Qwen3.6-27B | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2025 | Coming soon | 93.8% | Coming soon |
| HMMT Nov 2025 | Coming soon | 90.7% | Coming soon |
| HMMT Feb 2026 | Coming soon | 84.3% | Coming soon |
| MMAnswerBench | Coming soon | 80.8% | Coming soon |
| AIME26 | Coming soon | 94.1% | Coming soon |

## FAQ

### Which is better overall, Laguna M.1 or Qwen3.6-27B?

Qwen3.6-27B is ahead overall on BenchLM right now.

### Where is the biggest gap between Laguna M.1 and Qwen3.6-27B?

The widest category gap is in knowledge, where the averages are 18.6 for Laguna M.1 and 46.6 for Qwen3.6-27B.

### 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 Qwen3.6-27B cover on BenchLM?

Qwen3.6-27B currently has 38 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Laguna M.1 vs Laguna XS.2](/compare/laguna-m-1-vs-laguna-xs-2)
- [Qwen3.6-27B vs Laguna XS.2](/compare/laguna-xs-2-vs-qwen3-6-27b)
- [Laguna M.1 vs Laguna S 2.1](/compare/laguna-m-1-vs-laguna-s-2-1)
- [Qwen3.6-27B vs Laguna S 2.1](/compare/laguna-s-2-1-vs-qwen3-6-27b)

## Explore More

- [Laguna M.1 profile](/models/laguna-m-1)
- [Qwen3.6-27B profile](/models/qwen3-6-27b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)