# Muse Spark vs Qwen3.7 Plus

> Side-by-side benchmark comparison for Muse Spark and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-spark-vs-qwen3-7-plus
- Last updated: September 4, 2026

- Shared sourced benchmarks: 12
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

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

## Summary

- Muse Spark leads overall 68.39 to 62.29.
- The clearest category separation is in reasoning, where the averages are 45.9 for Muse Spark and 73.7 for Qwen3.7 Plus.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 50.4% and 34.7%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Muse Spark | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | Meta | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Overall Score | 68.39 | 62.29 |
| Benchmarks Covered | 24 | 52 |
| Pricing (input/output) | N/A | N/A |

## Category Breakdown

### Agentic

- Winner: Muse Spark
- Muse Spark public-lane score: 58.8 (Supported · #31/151)
- Qwen3.7 Plus public-lane score: 37.7 (Supported · #126/151)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 59% | 70.3% | Qwen3.7 Plus |
| τ²-bench results | 91.5% | Coming soon | Coming soon |
| DeepSearchQA | 74.8% | Coming soon | Coming soon |
| CyberGym | 43.5% | Coming soon | Coming soon |
| Claw-Eval | 63.8% | 62.7% | Muse Spark |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| BFCL v4 | Coming soon | 72.9% | Coming soon |
| MCP Atlas | Coming soon | 73.2% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| OSWorld-Verified | Coming soon | 73.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |
| OSWorld 2.0 | Coming soon | 2.8% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Coming soon
- Muse Spark public-lane score: 59.2 (Supported · #28/183)
- Qwen3.7 Plus public-lane score: 53.1 (Estimated · #51/183)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 77.4% | 77.7% | Qwen3.7 Plus |
| SWE-bench Pro | 52.4% | 57.6% | Qwen3.7 Plus |
| LiveCodeBench Pro | 80.0% | Coming soon | Coming soon |
| Vibe Code Bench | 19.67% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| SWE Multilingual | Coming soon | 75.8% | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| SciCode | Coming soon | 51.3% | Coming soon |
| LiveCodeBench | Coming soon | 89.6% | Coming soon |

### Multimodal & Grounded

- Winner: Muse Spark
- Muse Spark public-lane score: 77.5 (#14/48)
- Qwen3.7 Plus public-lane score: 72.5 (#18/48)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 86.4% | 85.9% | Muse Spark |
| MMMU-Pro | 80.4% | 79% | Muse Spark |
| ERQA | 64.7% | 69.8% | Qwen3.7 Plus |
| SimpleVQA | 71.3% | 81.7% | Qwen3.7 Plus |
| ScreenSpot Pro | 84.1% | 79.0% | Muse Spark |
| ZeroBench | 33.0% | Coming soon | Coming soon |
| MedXpertQA (MM) | 78.4% | 71.0% | Muse Spark |
| MathVision | Coming soon | 90.3% | Coming soon |
| MMSearch-Plus | Coming soon | 41.4% | Coming soon |
| RealWorldQA | Coming soon | 86.9% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.4% | Coming soon |
| OCRBench V2 | Coming soon | 70.7% | Coming soon |
| ODINW13 | Coming soon | 51.1% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 85.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 87.4% | Coming soon |

### Reasoning

- Winner: Coming soon
- Muse Spark public-lane score: 45.9 (Unranked · 3 rankable rows)
- Qwen3.7 Plus public-lane score: 73.7 (Unranked · 3 rankable rows)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 42.5% | Coming soon | Coming soon |
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Knowledge

- Winner: Coming soon
- Muse Spark public-lane score: 65.7 (Supported · #23/181)
- Qwen3.7 Plus public-lane score: 56.8 (Estimated · #50/181)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.5% | 90.3% | Qwen3.7 Plus |
| HLE | 50.4% | 34.7% | Muse Spark |
| HLE w/o tools | 42.8% | Coming soon | Coming soon |
| HealthBench Hard | 42.8% | Coming soon | Coming soon |
| MedXpertQA (Text) | 52.6% | Coming soon | Coming soon |
| GPQA | Coming soon | 90.3% | Coming soon |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| SuperGPQA | Coming soon | 71.4% | Coming soon |
| MMMLU | Coming soon | 89.0% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Muse Spark public-lane score: 92.9 (#8/120)
- Qwen3.7 Plus public-lane score: 91.1 (#17/120)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.6% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Multilingual

- Winner: Coming soon
- Muse Spark public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.9 (#3/12)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 85.4% | Coming soon |
| NOVA-63 | Coming soon | 58.8% | Coming soon |
| INCLUDE | Coming soon | 83.0% | Coming soon |
| MAXIFE | Coming soon | 88.8% | Coming soon |
| PolyMath | Coming soon | 84.0% | Coming soon |

### Mathematics

- Winner: Coming soon
- Muse Spark public-lane score: 55.3 (Unranked · 2 rankable rows)
- Qwen3.7 Plus public-lane score: 78.3 (Unranked · 3 rankable rows)

| Benchmark | Muse Spark | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 39.000% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 14.600% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 92.9% | Coming soon |
| IMOAnswerBench | Coming soon | 86.0% | Coming soon |
| Apex | Coming soon | 22.7% | Coming soon |

## FAQ

### Which is better overall, Muse Spark or Qwen3.7 Plus?

Muse Spark is ahead overall on BenchLM right now.

### Where is the biggest gap between Muse Spark and Qwen3.7 Plus?

The widest category gap is in reasoning, where the averages are 45.9 for Muse Spark and 73.7 for Qwen3.7 Plus.

### How many benchmarks does Muse Spark cover on BenchLM?

Muse Spark currently has 24 sourced benchmark scores on BenchLM.

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

Qwen3.7 Plus currently has 52 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Muse Spark vs Muse Spark 1.2](/compare/muse-spark-vs-muse-spark-1-2)
- [Qwen3.7 Plus vs Muse Spark 1.2](/compare/muse-spark-1-2-vs-qwen3-7-plus)
- [Muse Spark vs Muse Spark 1.1](/compare/muse-spark-vs-muse-spark-1-1)
- [Qwen3.7 Plus vs Muse Spark 1.1](/compare/muse-spark-1-1-vs-qwen3-7-plus)

## Explore More

- [Muse Spark profile](/models/muse-spark)
- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)