BenchLeader

Muse Spark 1.2 vs Qwen3 6

Verdict
  • Muse Spark 1.2 and Qwen3 6 (max) are level on quality (62.7 vs 63.3).
  • Muse Spark 1.2 is stronger in coding, composite, knowledge, reasoning.
  • Qwen3 6 (max) is stronger in long context, maths, agents & tools, human preference, instruction following.
  • Muse Spark 1.2 is 1.5× cheaper ($2.00 vs $2.96 per 1M blended).
  • Muse Spark 1.2 streams 3.3× faster (193 vs 59 tokens per second).
MetricMuse Spark 1.2Qwen3 6 (max)
BenchLeader Index62.763.3
Coding score66.558.2
Composite score79.364.9
Knowledge score77.164.0
Long context score66.066.9
Maths score54.364.2
Reasoning score70.763.2
Agents & tools score72.0
Human preference score65.9
Instruction following score74.2
Blended price $/M$2.00$2.96
Output speed193 tok/s59 tok/s
Time to first answer23.4 s38.5 s
Context window1.0M246k
GPQA Diamond87.4%
OTIS Mock AIME91.1%
SWE-bench Verified (Epoch)76.7%
SimpleQA Verified52.0%
SimpleBench74.5%63.0%
ProofBench43.0%
Epoch Capabilities Index155.5149.3
LMArena Text1460
LMArena Hard Prompts1482
LMArena Coding1509
LMArena WebDev1479
AA Intelligence Index39.828.4
IFBench76.6%
AA-LCR79.0%80.7%
AA-Omniscience27.29.2
Terminal-Bench Hard43.9%
GPQA Diamond (AA)90.4%88.8%
Humanity's Last Exam (AA)45.5%30.8%
SciCode (AA)57.4%
τ²-Bench Telecom (AA)95.9%
IOI49.5%
CorpFin66.5%
SWE-bench (Vals)72.8%

Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

Muse Spark 1.2 vs Qwen3 6: questions

Is Muse Spark 1.2 better than Qwen3 6?
Muse Spark 1.2 and Qwen3 6 (max) are level on quality (62.7 vs 63.3). The BenchLeader Index combines every independent quality benchmark; Qwen3 6 (max) is ahead overall as of 2026-09-10, but check the category scores for your use.
Is Muse Spark 1.2 better than Qwen3 6 for coding?
Muse Spark 1.2 scores higher in coding (67 vs 58 on the category index, where 50 is average).
Which is cheaper, Muse Spark 1.2 or Qwen3 6?
Muse Spark 1.2 is cheaper: $2.00 against $2.96 per million tokens, blended at three input tokens per output token.
Which is faster, Muse Spark 1.2 or Qwen3 6?
Muse Spark 1.2 streams faster: 193 against 59 output tokens per second.
Which has the larger context window?
Muse Spark 1.2 accepts more context: 1.0M against 246k tokens.