# Laguna XS.2 vs Qwen3.7 Max

> Side-by-side benchmark comparison for Laguna XS.2 and Qwen3.7 Max across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/laguna-xs-2-vs-qwen3-7-max
- Last updated: October 2, 2026

- Shared sourced benchmarks: 10
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Qwen3.7 Max if you want the stronger benchmark profile. Laguna XS.2 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.7 Max leads overall 63.46 to 32.
- The clearest category separation is in coding, where the averages are 24 for Laguna XS.2 and 45.4 for Qwen3.7 Max.
- The biggest single benchmark swing is Terminal-Bench 2.1 (Vals) in Agentic, with scores of 25.8% and 61.0%.
- Qwen3.7 Max is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.7 Max also has the larger context window at 1M.

## Model Snapshot

| Property | Laguna XS.2 | Qwen3.7 Max |
|----------|----------|----------|
| Creator | Poolside | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 1M |
| Overall Score | null | 63.46 |
| Benchmarks Covered | 10 | 41 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 39.3 (Supported · #60/119)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 35.7% | 69.7% | Qwen3.7 Max |
| Terminal-Bench 2.1 (Vals) | 25.8% | 61.0% | Qwen3.7 Max |
| QwenClawBench | Coming soon | 64.3% | Coming soon |
| Claw-Eval | Coming soon | 65.2% | Coming soon |
| BFCL v4 | Coming soon | 75.0% | Coming soon |
| MCP Atlas | Coming soon | 76.4% | Coming soon |
| VITA-Bench | Coming soon | 47.9% | Coming soon |
| HLE w/ tools | Coming soon | 53.5% | Coming soon |
| Gert Labs | Coming soon | 64.27% | Coming soon |
| ResearchClawBench | Coming soon | 18.7% | Coming soon |

### Coding

- Winner: Qwen3.7 Max
- Laguna XS.2 public-lane score: 24 (Supported · #109/144)
- Qwen3.7 Max public-lane score: 45.4 (Supported · #54/144)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 69.9% | 80.4% | Qwen3.7 Max |
| SWE Multilingual | 57.7% | 78.3% | Qwen3.7 Max |
| SWE-bench Pro | 46.3% | 60.6% | Qwen3.7 Max |
| Terminal-Bench 2.0 | 35.7% | 69.7% | Qwen3.7 Max |
| LiveCodeBench (Vals) | 67.8% | 87.1% | Qwen3.7 Max |
| SWE-bench (Vals) | 55.2% | 68.8% | Qwen3.7 Max |
| NL2Repo | Coming soon | 47.2% | Coming soon |
| SciCode | Coming soon | 53.5% | Coming soon |
| LiveCodeBench | Coming soon | 91.6% | Coming soon |
| OpenHarmony Bench | Coming soon | 53.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 76.3 (Unranked · 3 rankable rows)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | Coming soon | 90.4% | Coming soon |
| CritPt | Coming soon | 13.4% | Coming soon |

### Knowledge

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 59.8 (Supported · #41/171)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 55.1% | 90.2% | Qwen3.7 Max |
| MMLU-Pro (Vals) | 69.1% | 89.3% | Qwen3.7 Max |
| GPQA | Coming soon | 92.4% | Coming soon |
| GPQA-D | Coming soon | 92.4% | Coming soon |
| HLE | Coming soon | 41.4% | Coming soon |
| MMLU-Pro | Coming soon | 89.6% | Coming soon |
| MMLU-Redux | Coming soon | 95% | Coming soon |
| SuperGPQA | Coming soon | 73.6% | Coming soon |
| MMMLU | Coming soon | 90.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 100 (#1/16)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 87% | Coming soon |
| NOVA-63 | Coming soon | 59.0% | Coming soon |
| INCLUDE | Coming soon | 86.2% | Coming soon |
| MAXIFE | Coming soon | 89.2% | Coming soon |
| PolyMath | Coming soon | 86.5% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 89.2 (#17/125)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.3% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- Laguna XS.2 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 81.9 (Unranked · 3 rankable rows)

| Benchmark | Laguna XS.2 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | Coming soon | 97.1% | Coming soon |
| IMOAnswerBench | Coming soon | 90.0% | Coming soon |
| Apex | Coming soon | 44.5% | Coming soon |

## FAQ

### Which is better overall, Laguna XS.2 or Qwen3.7 Max?

Qwen3.7 Max is ahead overall on BenchLM right now.

### Where is the biggest gap between Laguna XS.2 and Qwen3.7 Max?

The widest category gap is in coding, where the averages are 24 for Laguna XS.2 and 45.4 for Qwen3.7 Max.

### How many benchmarks does Laguna XS.2 cover on BenchLM?

Laguna XS.2 currently has 10 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.7 Max cover on BenchLM?

Qwen3.7 Max currently has 41 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Laguna XS.2 vs Laguna S 2.1](/compare/laguna-s-2-1-vs-laguna-xs-2)
- [Qwen3.7 Max vs Laguna S 2.1](/compare/laguna-s-2-1-vs-qwen3-7-max)
- [Laguna XS.2 vs Laguna M.1](/compare/laguna-m-1-vs-laguna-xs-2)
- [Qwen3.7 Max vs Laguna M.1](/compare/laguna-m-1-vs-qwen3-7-max)

## Explore More

- [Laguna XS.2 profile](/models/laguna-xs-2)
- [Qwen3.7 Max profile](/models/qwen3-7-max)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)