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Muse Spark vs Qwen3-Coder-480B-A35B
Muse Spark (Meta AI) and Qwen3-Coder-480B-A35B (Alibaba) compared on benchmarks, pricing, context window, and use-case rankings.
- Muse Spark ranks higher for coding (79th vs 11th percentile).
| Attribute | Muse Spark | Qwen3-Coder-480B-A35B |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 154 | — |
| Coding | 79 | 11 |
| Math | 66 | — |
| Reasoning & Knowledge | 84 | 21 |
| Agentic & Tools | 64 | 18 |
| Specifications | ||
| Developer | Meta AI | Alibaba |
| Family | — | Qwen |
| Released | Apr 8, 2026 | Jul 31, 2025 |
| Parameters | — | 480B |
| Availability | API access | Open weights (unrestricted) |
| Context window | — | — |
| Price — $/M input | — | — |
| Price — $/M output | — | — |
| Inputs | — | — |
| Outputs | — | — |
| Benchmarks | ||
| AIME 2024/2025 | 89% | — |
| FrontierMath | 39% | — |
| FrontierMath Tier 4 | 15% | — |
| GPQA Diamond | 90% | — |
| Humanity's Last Exam | 41% | — |
| SciCode | 52% | — |
| SimpleQA Verified | 66% | — |
| WebDev Arena | 1513 | 1285 |
| τ²-bench | 92% | — |
| GSO (code optimization) | — | 5% |
| Terminal-Bench | — | 27% |
| WeirdML | — | 41% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Which is better for coding, Muse Spark or Qwen3-Coder-480B-A35B?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Muse Spark ranks higher — 79th vs 11th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.