# Laguna S 2.1 vs Qwen3.7 Max

> Side-by-side benchmark comparison for Laguna S 2.1 and Qwen3.7 Max across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/laguna-s-2-1-vs-qwen3-7-max
- Last updated: September 4, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.7 Max if you want the stronger benchmark profile. Laguna S 2.1 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 68.56 to 56.
- The clearest category separation is in agentic, where the averages are 48.2 for Laguna S 2.1 and 42.8 for Qwen3.7 Max.
- The biggest single benchmark swing is SWE-bench Pro in Coding, with scores of 59.4% and 60.6%.
- Qwen3.7 Max is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.

## Model Snapshot

| Property | Laguna S 2.1 | Qwen3.7 Max |
|----------|----------|----------|
| Creator | Poolside | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | null | 68.56 |
| Benchmarks Covered | 6 | 41 |
| Pricing (input/output) | $0.10 / $0.20 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Laguna S 2.1 public-lane score: 48.2 (Estimated · #77/151)
- Qwen3.7 Max public-lane score: 42.8 (Supported · #110/151)

| Benchmark | Laguna S 2.1 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.2% | 69.7% | Laguna S 2.1 |
| Toolathlon-Verified | 49.7% | Coming soon | Coming soon |
| 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 |
| Terminal-Bench 2.1 (Vals) | Coming soon | 61.0% | Coming soon |

### Coding

- Winner: Coming soon
- Laguna S 2.1 public-lane score: 47.8 (Estimated · #87/183)
- Qwen3.7 Max public-lane score: 49.5 (Supported · #77/183)

| Benchmark | Laguna S 2.1 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.2% | 69.7% | Laguna S 2.1 |
| SWE Multilingual | 78.5% | 78.3% | Laguna S 2.1 |
| SWE-bench Pro | 59.4% | 60.6% | Qwen3.7 Max |
| deepSwe | 40.4% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 80.4% | Coming soon |
| 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 |
| LiveCodeBench (Vals) | Coming soon | 87.1% | Coming soon |
| SWE-bench (Vals) | Coming soon | 68.8% | Coming soon |

### Reasoning

- Winner: Coming soon
- Laguna S 2.1 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 74.8 (Unranked · 3 rankable rows)

| Benchmark | Laguna S 2.1 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | Coming soon | 90.4% | Coming soon |
| CritPt | Coming soon | 13.4% | Coming soon |

### Knowledge

- Winner: Coming soon
- Laguna S 2.1 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 62.4 (Supported · #28/181)

| Benchmark | Laguna S 2.1 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| 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 |
| GPQA Diamond (Vals) | Coming soon | 90.2% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 89.3% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Laguna S 2.1 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 91.1 (#16/120)

| Benchmark | Laguna S 2.1 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.3% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Multilingual

- Winner: Coming soon
- Laguna S 2.1 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 100 (#1/12)

| Benchmark | Laguna S 2.1 | 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 |

### Mathematics

- Winner: Coming soon
- Laguna S 2.1 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 82.1 (Unranked · 3 rankable rows)

| Benchmark | Laguna S 2.1 | 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 S 2.1 or Qwen3.7 Max?

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

### Where is the biggest gap between Laguna S 2.1 and Qwen3.7 Max?

The widest category gap is in agentic, where the averages are 48.2 for Laguna S 2.1 and 42.8 for Qwen3.7 Max.

### How many benchmarks does Laguna S 2.1 cover on BenchLM?

Laguna S 2.1 currently has 6 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 S 2.1 vs Laguna M.1](/compare/laguna-m-1-vs-laguna-s-2-1)
- [Qwen3.7 Max vs Laguna M.1](/compare/laguna-m-1-vs-qwen3-7-max)
- [Laguna S 2.1 vs Laguna XS.2](/compare/laguna-s-2-1-vs-laguna-xs-2)
- [Qwen3.7 Max vs Laguna XS.2](/compare/laguna-xs-2-vs-qwen3-7-max)

## Explore More

- [Laguna S 2.1 profile](/models/laguna-s-2-1)
- [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)