BenchLeader

Muse Spark vs Qwen3.8 Max (0902)

Verdict
  • Muse Spark leads on quality: 65.2 vs 57.1.
  • Muse Spark is stronger in agents & tools, coding, human preference, instruction following, knowledge, multimodal, reasoning.
  • Qwen3.8 Max (0902) (xhigh) is stronger in maths.
MetricMuse SparkQwen3.8 Max (0902) (xhigh)
BenchLeader Index65.257.1
Agents & tools score62.9
Coding score66.2
Human preference score69.2
Instruction following score83.8
Knowledge score63.855.9
Maths score56.461.2
Multimodal score66.7
Reasoning score70.266.9
Blended price $/M$3.00
Output speed38 tok/s
Time to first answer2.0 s
Context window1M
GPQA Diamond89.8%92.3%
FrontierMath Tiers 1–365.6%
FrontierMath Tier 434.1%
OTIS Mock AIME88.9%100.0%
SimpleQA Verified47.3%
Humanity's Last Exam40.6%
SciCode51.5%
ProofBench17.0%
Epoch Capabilities Index152.1
LMArena Text1488
LMArena Hard Prompts1505
LMArena Coding1526
LMArena Vision1306
AIME (Vals)96.9%
MMLU-Pro87.3%
LegalBench84.2%
CorpFin65.1%
TaxEval77.7%
SWE-bench (Vals)74.4%
GPQA Diamond (Vals)89.7%
SWE-Bench Pro55.0%
MCP Atlas82.2%
MultiChallenge75.5%
PRBench Finance52.4%
PRBench Legal52.3%
MultiNRC59.0%
TutorBench68.5%

Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.

Muse Spark vs Qwen3.8 Max (0902): questions

Is Muse Spark better than Qwen3.8 Max (0902)?
Muse Spark leads on quality: 65.2 vs 57.1. The BenchLeader Index combines every independent quality benchmark; Muse Spark is ahead overall as of 2026-09-13, but check the category scores for your use.