# Muse Spark 1.1 vs Qwen3.7 Plus

> Side-by-side benchmark comparison for Muse Spark 1.1 and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-spark-1-1-vs-qwen3-7-plus
- Last updated: October 7, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Muse Spark 1.1 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 1.1 leads overall 65.95 to 55.43.
- The clearest category separation is in agentic, where the averages are 56.9 for Muse Spark 1.1 and 35.5 for Qwen3.7 Plus.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 62.1% and 34.7%.

## Model Snapshot

| Property | Muse Spark 1.1 | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | Meta | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 65.95 | 55.43 |
| Benchmarks Covered | 26 | 52 |
| Pricing (input/output) | N/A | N/A |

## Category Breakdown

### Agentic

- Winner: Muse Spark 1.1
- Muse Spark 1.1 public-lane score: 56.9 (Supported · #32/122)
- Qwen3.7 Plus public-lane score: 35.5 (Supported · #73/122)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.0% | Coming soon | Coming soon |
| MCP Atlas | 88.1% | 73.2% | Muse Spark 1.1 |
| Toolathlon | 75.6% | Coming soon | Coming soon |
| OSWorld-Verified | 80.8% | 73.3% | Muse Spark 1.1 |
| WebArena-Verified | 69% | Coming soon | Coming soon |
| DeepSearchQA | 84.9% | Coming soon | Coming soon |
| CyberGym | 59.0% | Coming soon | Coming soon |
| Finance Agent v2 | 57.2% | Coming soon | Coming soon |
| deepSwe | 53.3% | Coming soon | Coming soon |
| OSWorld 2.0 | 14.2% | 2.8% | Muse Spark 1.1 |
| JobBench | 54.7% | Coming soon | Coming soon |
| Cybench | 92.9% | Coming soon | Coming soon |
| ExploitGym | 0.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 69.3% | 52.8% | Muse Spark 1.1 |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| Claw-Eval | Coming soon | 62.7% | Coming soon |
| BFCL v4 | Coming soon | 72.9% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |

### Coding

- Winner: Directional only
- Muse Spark 1.1 public-lane score: 54.2 (Supported · #35/146)
- Qwen3.7 Plus public-lane score: 42.1 (Estimated · #60/146)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.0% | Coming soon | Coming soon |
| SWE-bench Pro | 61.5% | 57.6% | Muse Spark 1.1 |
| LiveCodeBench (Vals) | 85.9% | Coming soon | Coming soon |
| SWE-bench (Vals) | 82.0% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| SWE-bench Verified | Coming soon | 77.7% | 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 |

### Reasoning

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: 75.7 (Unranked · 3 rankable rows)
- Qwen3.7 Plus public-lane score: 75.2 (Unranked · 3 rankable rows)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MRCR 1M | 54.1% | Coming soon | Coming soon |
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: 78.3 (Unranked · 2 rankable rows)
- Qwen3.7 Plus public-lane score: 73.5 (#18/49)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 88.4% | 85.9% | Muse Spark 1.1 |
| BabyVision | 76.3% | Coming soon | Coming soon |
| MMMU-Pro | Coming soon | 79% | Coming soon |
| MathVision | Coming soon | 90.3% | Coming soon |
| ERQA | Coming soon | 69.8% | Coming soon |
| MedXpertQA (MM) | Coming soon | 71.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 79.0% | Coming soon |
| SimpleVQA | Coming soon | 81.7% | 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 |

### Knowledge

- Winner: Directional only
- Muse Spark 1.1 public-lane score: 66.7 (Supported · #21/174)
- Qwen3.7 Plus public-lane score: 52.8 (Estimated · #60/174)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| HLE | 62.1% | 34.7% | Muse Spark 1.1 |
| HLE w/o tools | 52.2% | Coming soon | Coming soon |
| HealthBench Professional | 59.3% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 91.2% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 88.7% | Coming soon | Coming soon |
| GPQA | Coming soon | 90.3% | Coming soon |
| GPQA-D | 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 |

### Multilingual

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 95.7 (#3/16)

| Benchmark | Muse Spark 1.1 | 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 |

### Instruction Following

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 89.2 (#18/125)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.6% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.2 (Unranked · 3 rankable rows)

| Benchmark | Muse Spark 1.1 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| 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 1.1 or Qwen3.7 Plus?

Muse Spark 1.1 is ahead overall on BenchLM right now.

### Where is the biggest gap between Muse Spark 1.1 and Qwen3.7 Plus?

The widest category gap is in agentic, where the averages are 56.9 for Muse Spark 1.1 and 35.5 for Qwen3.7 Plus.

### How many benchmarks does Muse Spark 1.1 cover on BenchLM?

Muse Spark 1.1 currently has 26 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 1.1 vs Muse Spark 1.2](/compare/muse-spark-1-1-vs-muse-spark-1-2)
- [Qwen3.7 Plus vs Muse Spark 1.2](/compare/muse-spark-1-2-vs-qwen3-7-plus)
- [Muse Spark 1.1 vs Muse Spark](/compare/muse-spark-vs-muse-spark-1-1)
- [Qwen3.7 Plus vs Muse Spark](/compare/muse-spark-vs-qwen3-7-plus)

## Explore More

- [Muse Spark 1.1 profile](/models/muse-spark-1-1)
- [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)