BenchLeader

Muse Spark vs Qwen3.8 2.4T A95B

Verdict
  • Muse Spark and Qwen3.8 2.4T A95B are level on quality (65.7 vs 65.2).
  • Muse Spark is stronger in coding, human preference, instruction following, maths, multimodal.
  • Qwen3.8 2.4T A95B is stronger in agents & tools, composite, knowledge, long context, reasoning.
MetricMuse SparkQwen3.8 2.4T A95B
BenchLeader Index65.765.2
Agents & tools score66.078.3
Coding score66.1
Composite score68.779.8
Human preference score69.2
Instruction following score79.8
Knowledge score64.266.3
Long context score65.466.6
Maths score59.9
Multimodal score65.7
Reasoning score68.380.5
Blended price $/M$3.00
Output speed38 tok/s
Time to first answer55.2 s
Context window262k984k
GPQA Diamond89.8%
OTIS Mock AIME88.9%
Humanity's Last Exam40.6%
SciCode51.5%
ProofBench17.0%
Epoch Capabilities Index152.1
LMArena Text1488
LMArena Hard Prompts1505
LMArena Coding1526
LMArena Vision1306
AA Intelligence Index31.340.0
IFBench75.9%
AA-LCR78.0%80.3%
MMMU-Pro80.5%
AA-Omniscience7.24.3
Terminal-Bench Hard45.5%
GPQA Diamond (AA)88.4%93.5%
Humanity's Last Exam (AA)40.7%42.5%
SciCode (AA)54.0%
τ²-Bench Telecom (AA)91.5%
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%
CritPt11.3%20.0%
GDPval (AA)28.8%56.4%
τ²-Bench Banking (AA)49.1%
CaseLaw v263.1%
MedCode51.3%
MedScribe85.9%
MMMU-Pro (Vals)87.4%
Terminal-Bench 2.0 (Vals)59.5%
Vibe Code Bench v1.119.7%
FORTRESS20.2%
SWE-Bench Pro (private)44.7%
SWE Atlas: Codebase QnA24.2%
SWE Atlas: Test Writing31.1%
LMArena Maths1461
LMArena Creative Writing1464
LMArena Instruction Following1463
LMArena Multi-turn1491
LMArena Longer Queries1474
LMArena Document1467

Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.

Muse Spark vs Qwen3.8 2.4T A95B: questions

Is Muse Spark better than Qwen3.8 2.4T A95B?
Muse Spark and Qwen3.8 2.4T A95B are level on quality (65.7 vs 65.2). The BenchLeader Index combines every independent quality benchmark; Muse Spark is ahead overall as of 2026-09-19, but check the category scores for your use.
Is Muse Spark better than Qwen3.8 2.4T A95B for agentic tasks?
Qwen3.8 2.4T A95B scores higher in agentic tasks (78 vs 66 on the category index, where 50 is average).
Which has the larger context window?
Qwen3.8 2.4T A95B accepts more context: 984k against 262k tokens.