BenchLeader

Muse Spark vs Qwen3 6

Verdict
  • Muse Spark leads on quality: 65.6 vs 63.3.
  • Muse Spark is stronger in coding, composite, human preference, instruction following, knowledge, multimodal, reasoning.
  • Qwen3 6 (max) is stronger in agents & tools, long context, maths.
MetricMuse SparkQwen3 6 (max)
BenchLeader Index65.663.3
Agents & tools score66.472.0
Coding score66.258.2
Composite score68.664.9
Human preference score69.365.9
Instruction following score79.774.2
Knowledge score64.664.0
Long context score65.566.9
Maths score56.464.2
Multimodal score65.9
Reasoning score70.263.2
Blended price $/M$2.96
Output speed59 tok/s
Time to first answer38.5 s
Context window262k246k
GPQA Diamond89.8%87.4%
OTIS Mock AIME88.9%91.1%
SWE-bench Verified (Epoch)76.7%
SimpleQA Verified52.0%
Humanity's Last Exam40.6%
SimpleBench63.0%
SciCode51.5%
ProofBench17.0%
Epoch Capabilities Index152.1149.3
LMArena Text14881460
LMArena Hard Prompts15051482
LMArena Coding15261509
LMArena WebDev1479
LMArena Vision1306
AA Intelligence Index31.328.4
IFBench75.9%76.6%
AA-LCR78.0%80.7%
MMMU-Pro80.5%
AA-Omniscience7.29.2
Terminal-Bench Hard45.5%43.9%
GPQA Diamond (AA)88.4%88.8%
Humanity's Last Exam (AA)40.7%30.8%
τ²-Bench Telecom (AA)91.5%95.9%
AIME (Vals)96.9%
MMLU-Pro87.3%
LegalBench84.2%
CorpFin65.1%66.5%
TaxEval77.7%
SWE-bench (Vals)74.4%72.8%
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 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

Muse Spark vs Qwen3 6: questions

Is Muse Spark better than Qwen3 6?
Muse Spark leads on quality: 65.6 vs 63.3. The BenchLeader Index combines every independent quality benchmark; Muse Spark is ahead overall as of 2026-09-10, but check the category scores for your use.
Is Muse Spark better than Qwen3 6 for coding?
Muse Spark scores higher in coding (66 vs 58 on the category index, where 50 is average).
Is Muse Spark better than Qwen3 6 for agentic tasks?
Qwen3 6 scores higher in agentic tasks (72 vs 66 on the category index, where 50 is average).
Which has the larger context window?
Muse Spark accepts more context: 262k against 246k tokens.