# Muse Spark 1.1 vs Qwen3.6 Plus

> Side-by-side benchmark comparison for Muse Spark 1.1 and Qwen3.6 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-spark-1-1-vs-qwen3-6-plus
- Last updated: October 7, 2026

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

## Quick Verdict

Pick Muse Spark 1.1 if you want the stronger benchmark profile. Qwen3.6 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 53.75.
- The clearest category separation is in agentic, where the averages are 56.9 for Muse Spark 1.1 and 33.9 for Qwen3.6 Plus.
- The biggest single benchmark swing is MCP Atlas in Agentic, with scores of 88.1% and 48.2%.

## Model Snapshot

| Property | Muse Spark 1.1 | Qwen3.6 Plus |
|----------|----------|----------|
| Creator | Meta | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 65.95 | 53.75 |
| Benchmarks Covered | 26 | 48 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Muse Spark 1.1
- Muse Spark 1.1 public-lane score: 56.9 (Supported · #32/122)
- Qwen3.6 Plus public-lane score: 33.9 (Supported · #77/122)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.0% | Coming soon | Coming soon |
| MCP Atlas | 88.1% | 48.2% | Muse Spark 1.1 |
| Toolathlon | 75.6% | 39.8% | Muse Spark 1.1 |
| OSWorld-Verified | 80.8% | Coming soon | Coming soon |
| 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% | Coming soon | Coming soon |
| 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% | 53.2% | Muse Spark 1.1 |
| Terminal-Bench 2.0 | Coming soon | 61.6% | Coming soon |
| Claw-Eval | Coming soon | 58.8% | Coming soon |
| QwenClawBench | Coming soon | 57.2% | Coming soon |
| τ³-bench results | Coming soon | 70.7% | Coming soon |
| VITA-Bench | Coming soon | 44.3% | Coming soon |
| DeepPlanning | Coming soon | 41.5% | Coming soon |
| MCP-Tasks | Coming soon | 74.1% | Coming soon |
| WideResearch | Coming soon | 74.3% | Coming soon |
| Gert Labs | Coming soon | 50.60% | Coming soon |
| ResearchClawBench | Coming soon | 18.0% | Coming soon |

### Coding

- Winner: Muse Spark 1.1
- Muse Spark 1.1 public-lane score: 54.2 (Supported · #35/146)
- Qwen3.6 Plus public-lane score: 41.8 (Supported · #61/146)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.0% | Coming soon | Coming soon |
| SWE-bench Pro | 61.5% | 56.6% | Muse Spark 1.1 |
| LiveCodeBench (Vals) | 85.9% | 86.0% | Qwen3.6 Plus |
| SWE-bench (Vals) | 82.0% | 73.4% | Muse Spark 1.1 |
| SWE-bench Verified | Coming soon | 78.8% | Coming soon |
| SWE Multilingual | Coming soon | 73.8% | Coming soon |
| LiveCodeBench v6 | Coming soon | 87.1% | Coming soon |
| Vibe Code Bench | Coming soon | 25.56% | Coming soon |

### Reasoning

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: 75.7 (Unranked · 3 rankable rows)
- Qwen3.6 Plus public-lane score: 61.3 (Unranked · 4 rankable rows)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| MRCR 1M | 54.1% | Coming soon | Coming soon |
| AI-Needle | Coming soon | 68.3% | Coming soon |
| LongBench v2 | Coming soon | 62% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: 78.3 (Unranked · 2 rankable rows)
- Qwen3.6 Plus public-lane score: 67.2 (#23/49)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 88.4% | 81.5% | Muse Spark 1.1 |
| BabyVision | 76.3% | Coming soon | Coming soon |
| MMMU | Coming soon | 86.0% | Coming soon |
| MMMU-Pro | Coming soon | 78.8% | Coming soon |
| MathVision | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 84.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 68.2% | Coming soon |
| V* | Coming soon | 96.9% | Coming soon |

### Knowledge

- Winner: Muse Spark 1.1
- Muse Spark 1.1 public-lane score: 66.7 (Supported · #21/174)
- Qwen3.6 Plus public-lane score: 52.5 (Supported · #62/174)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| HLE | 62.1% | 28.8% | 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% | 87.4% | Muse Spark 1.1 |
| MMLU-Pro (Vals) | 88.7% | 87.7% | Muse Spark 1.1 |
| GPQA | Coming soon | 90.4% | Coming soon |
| SuperGPQA | Coming soon | 71.6% | Coming soon |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| C-Eval | Coming soon | 93.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.6 Plus public-lane score: 93.8 (#4/16)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 84.7% | Coming soon |
| NOVA-63 | Coming soon | 57.9% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.6 Plus public-lane score: 82.5 (#48/125)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.3% | Coming soon |
| IFBench | Coming soon | 75.8% | Coming soon |

### Mathematics

- Winner: Not comparable
- Muse Spark 1.1 public-lane score: Coming soon
- Qwen3.6 Plus public-lane score: 62 (#5/7)

| Benchmark | Muse Spark 1.1 | Qwen3.6 Plus | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | Coming soon | 95.3% | Coming soon |
| HMMT Feb 2025 | Coming soon | 96.7% | Coming soon |
| HMMT Nov 2025 | Coming soon | 94.6% | Coming soon |
| HMMT Feb 2026 | Coming soon | 87.8% | Coming soon |
| MMAnswerBench | Coming soon | 83.8% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 26.207% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 8.333% | Coming soon |

## FAQ

### Which is better overall, Muse Spark 1.1 or Qwen3.6 Plus?

Muse Spark 1.1 is ahead overall on BenchLM right now.

### Where is the biggest gap between Muse Spark 1.1 and Qwen3.6 Plus?

The widest category gap is in agentic, where the averages are 56.9 for Muse Spark 1.1 and 33.9 for Qwen3.6 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 Qwen3.6 Plus cover on BenchLM?

Qwen3.6 Plus currently has 48 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)
- [Qwen3.6 Plus vs Muse Spark 1.2](/compare/muse-spark-1-2-vs-qwen3-6-plus)
- [Muse Spark 1.1 vs Muse Spark](/compare/muse-spark-vs-muse-spark-1-1)
- [Qwen3.6 Plus vs Muse Spark](/compare/muse-spark-vs-qwen3-6-plus)

## Explore More

- [Muse Spark 1.1 profile](/models/muse-spark-1-1)
- [Qwen3.6 Plus profile](/models/qwen3-6-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)