# Muse Spark vs Qwen3.8-Omni-Flash

> Side-by-side benchmark comparison for Muse Spark and Qwen3.8-Omni-Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-spark-vs-qwen3-8-omni-flash
- Last updated: September 18, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Muse Spark if you want the stronger benchmark profile. Qwen3.8-Omni-Flash 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 67.51 to 63.
- The clearest category separation is in knowledge, where the averages are 65.3 for Muse Spark and 54.9 for Qwen3.8-Omni-Flash.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 50.4% and 36.5%.
- Qwen3.8-Omni-Flash also has the larger context window at 1M.

## Model Snapshot

| Property | Muse Spark | Qwen3.8-Omni-Flash |
|----------|----------|----------|
| Creator | Meta | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Overall Score | 67.51 | null |
| Benchmarks Covered | 24 | 19 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Muse Spark public-lane score: 58.2 (Supported · #32/154)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 59% | Coming soon | Coming soon |
| 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% | Coming soon | Coming soon |
| CoWorkBench | Coming soon | 75.3% | Coming soon |
| AndroidWorld | Coming soon | 87.1% | Coming soon |

### Coding

- Winner: Coming soon
- Muse Spark public-lane score: 58.8 (Supported · #26/154)
- Qwen3.8-Omni-Flash public-lane score: 53.5 (Estimated · #45/154)

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 77.4% | Coming soon | Coming soon |
| SWE-bench Pro | 52.4% | 63.3% | Qwen3.8-Omni-Flash |
| LiveCodeBench Pro | 80.0% | Coming soon | Coming soon |
| Vibe Code Bench | 19.67% | Coming soon | Coming soon |
| SWE Multilingual | Coming soon | 80.5% | Coming soon |
| NL2Repo | Coming soon | 48.9% | Coming soon |
| DeepSWE | Coming soon | 57.8% | Coming soon |
| LiveCodeBench v6 | Coming soon | 92.6% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Muse Spark public-lane score: 77.5 (#13/48)
- Qwen3.8-Omni-Flash public-lane score: 85.1 (Unranked · 7 rankable rows)

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 86.4% | 91.4% | Qwen3.8-Omni-Flash |
| MMMU-Pro | 80.4% | Coming soon | Coming soon |
| ERQA | 64.7% | 71.0% | Qwen3.8-Omni-Flash |
| SimpleVQA | 71.3% | Coming soon | Coming soon |
| ScreenSpot Pro | 84.1% | Coming soon | Coming soon |
| ZeroBench | 33.0% | Coming soon | Coming soon |
| MedXpertQA (MM) | 78.4% | Coming soon | Coming soon |
| Vision2Web | Coming soon | 62.9% | Coming soon |
| LVBench | Coming soon | 76.9% | Coming soon |
| RealWorldQA | Coming soon | 87.7% | Coming soon |
| MathVision | Coming soon | 91.8% | Coming soon |
| MathVision w/ Python | Coming soon | 96.2% | Coming soon |
| CharXiv w/o tools | Coming soon | 83.5% | Coming soon |

### Reasoning

- Winner: Coming soon
- Muse Spark public-lane score: 45.1 (Unranked · 3 rankable rows)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 42.5% | Coming soon | Coming soon |

### Knowledge

- Winner: Coming soon
- Muse Spark public-lane score: 65.3 (Supported · #24/184)
- Qwen3.8-Omni-Flash public-lane score: 54.9 (Estimated · #54/184)

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.5% | 91.0% | Qwen3.8-Omni-Flash |
| HLE | 50.4% | 36.5% | 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 | 91% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Muse Spark public-lane score: 91.9 (#8/124)
- Qwen3.8-Omni-Flash public-lane score: 87.7 (#29/124)

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 81.5% | Coming soon |

### Mathematics

- Winner: Coming soon
- Muse Spark public-lane score: 55.1 (Unranked · 2 rankable rows)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | Muse Spark | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 39.000% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 14.600% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Muse Spark or Qwen3.8-Omni-Flash?

Muse Spark is ahead overall on BenchLM right now.

### Where is the biggest gap between Muse Spark and Qwen3.8-Omni-Flash?

The widest category gap is in knowledge, where the averages are 65.3 for Muse Spark and 54.9 for Qwen3.8-Omni-Flash.

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

Muse Spark currently has 24 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.8-Omni-Flash cover on BenchLM?

Qwen3.8-Omni-Flash currently has 19 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Muse Spark vs Muse Spark 1.2](/compare/muse-spark-vs-muse-spark-1-2)
- [Qwen3.8-Omni-Flash vs Muse Spark 1.2](/compare/muse-spark-1-2-vs-qwen3-8-omni-flash)
- [Muse Spark vs Muse Spark 1.1](/compare/muse-spark-vs-muse-spark-1-1)
- [Qwen3.8-Omni-Flash vs Muse Spark 1.1](/compare/muse-spark-1-1-vs-qwen3-8-omni-flash)

## Explore More

- [Muse Spark profile](/models/muse-spark)
- [Qwen3.8-Omni-Flash profile](/models/qwen3-8-omni-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)