# Muse Spark vs Qwen3.8 Max

> Qwen3.8 Max is the stronger model overall, scoring 56.0 to 50.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/muse-spark-vs-qwen3-8-max
- Last updated: 2026-10-10
- Shared benchmarks: 23

## Summary

- They share 23 benchmarks with published results for both. Muse Spark scores higher in 2 categories and Qwen3.8 Max in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Qwen3.8 Max leads 73.1 to 46.8.
- The biggest single-benchmark swing is ProofBench: 17% for Muse Spark and 58% for Qwen3.8 Max.

## Snapshot

| | Muse Spark | Qwen3.8 Max |
|---|---|---|
| Provider | Meta | Alibaba (Qwen) |
| Noometry Index | 50.3 | 56.0 |
| Rank | 41 | 21 |
| Context | — | 1M |
| Input $/M | — | $2 |
| Output $/M | — | $6 |
| Weights | Proprietary | Proprietary |

## Coding

- Muse Spark: 45.6 (#65)
- Qwen3.8 Max: 52.3 (#30)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| SciCode | 51.5% | 52.9% |
| LMArena Coding | 1482 | 1499 |
| DeepSWE | — | 57.5% |
| LMArena WebDev | — | 1671 |
| FrontierSWE | — | 15.8% |

## Agentic & Tool Use

- Muse Spark: —
- Qwen3.8 Max: 42.6 (#17)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| τ²-bench Banking | — | 55.1% |
| GDP.pdf | — | 23.2% |

## Reasoning

- Muse Spark: 34.9 (#61)
- Qwen3.8 Max: 53.4 (#26)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| CritPt | 11.3% | 20% |
| LMArena Hard Prompts | 1475 | 1493 |
| Epoch Capabilities Index | 152.09 | 156.69 |
| NYT Connections (extended) | — | 88.3% |
| Chess Puzzles | — | 40% |
| Mystery Game Puzzles | — | 38% |
| DTBench | — | 92% |
| LMCA | — | 46.2% |

## Math

- Muse Spark: 46.8 (#57)
- Qwen3.8 Max: 73.1 (#15)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 88.9% | 100% |
| ProofBench | 17% | 58% |
| LMArena Math | 1455 | 1498 |
| FrontierMath (Tiers 1-3) | — | 74.7% |
| FrontierMath Tier 4 | — | 46.3% |
| FrontierMath (Feb 2025 set) | 39% | — |
| FrontierMath Tier 4 (v1) | 14.6% | — |

## Knowledge

- Muse Spark: 65.7 (#12)
- Qwen3.8 Max: 61.7 (#25)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| GPQA Diamond | 89.8% | 92.7% |
| LMArena Expert | 1458 | 1504 |
| Humanity's Last Exam | 40.6% | — |
| SimpleQA Verified | — | 47.3% |

## Multimodal

- Muse Spark: 42.7 (#23)
- Qwen3.8 Max: 36.9 (#70)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| LMArena Vision | 1306 | 1314 |
| Furniture Assembly | — | 20% |
| LMArena Document | 1444 | — |

## Multilingual

- Muse Spark: 56.3 (#23)
- Qwen3.8 Max: 56.6 (#18)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| LMArena Non-English | 1464 | 1468 |
| LMArena Chinese | 1507 | 1537 |
| LMArena French | 1497 | 1502 |
| LMArena German | 1497 | 1489 |
| LMArena Korean | 1457 | 1467 |
| LMArena Russian | 1467 | 1478 |
| LMArena Spanish | 1471 | 1495 |
| LMArena Japanese | — | 1466 |

## Instruction Following

- Muse Spark: 76.1 (#47)
- Qwen3.8 Max: 77.7 (#19)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| LMArena Instruction Following | 1443 | 1478 |

## Long Context

- Muse Spark: 44.4 (#65)
- Qwen3.8 Max: 45.5 (#30)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| LMArena Longer Query | 1451 | 1486 |

## Writing & Preference

- Muse Spark: 66.2 (#37)
- Qwen3.8 Max: 67.0 (#31)

| Benchmark | Muse Spark | Qwen3.8 Max |
|---|---|---|
| LMArena Text | 1474 | 1480 |
| LMArena Creative Writing | 1460 | 1478 |
| LMArena Multi-Turn | 1477 | 1487 |

## FAQ

### Is Muse Spark better than Qwen3.8 Max?

Qwen3.8 Max is the stronger model overall, scoring 56.0 to 50.3 on the Noometry Index.

### Is Muse Spark or Qwen3.8 Max better for coding?

Qwen3.8 Max scores higher on coding benchmarks: 52.3 versus 45.6 in the Noometry coding category.

### How many benchmarks do Muse Spark and Qwen3.8 Max share?

23 benchmarks have published results for both models. Muse Spark has 27 scored results on Noometry and Qwen3.8 Max has 38.