BenchLeader

Muse Spark 1.1 vs Muse Spark 1.2

Verdict
  • Muse Spark 1.1 leads on quality: 64.9 vs 62.6.
  • Muse Spark 1.1 is stronger in agents & tools, coding, human preference, instruction following, multimodal.
  • Muse Spark 1.2 is stronger in composite, knowledge, long context, maths, reasoning.
  • They cost about the same ($2.00 per 1M blended).
MetricMuse Spark 1.1Muse Spark 1.2
BenchLeader Index64.962.6
Agents & tools score62.7
Coding score68.266.5
Composite score72.279.1
Human preference score66.0
Instruction following score77.8
Knowledge score73.176.9
Long context score65.366.0
Maths score52.254.3
Multimodal score64.9
Reasoning score68.870.2
Blended price $/M$2.00$2.00
Output speed194 tok/s219 tok/s
Time to first answer2.0 s23.7 s
Context window1.0M1.0M
SimpleQA Verified57.8%
SimpleBench74.5%
SciCode58.2%
APEX-Agents41.9%
ProofBench39.0%43.0%
Epoch Capabilities Index154.6155.5
LMArena Text1492
LMArena Hard Prompts1511
LMArena Coding1531
LMArena WebDev1541
LMArena Vision1293
LMArena Agent-2.6
AA Intelligence Index34.339.8
AA-LCR77.7%79.0%
AA-Omniscience28.127.2
GPQA Diamond (AA)89.8%90.4%
Humanity's Last Exam (AA)46.2%45.5%
SciCode (AA)58.8%57.4%
IOI49.5%
SWE-Bench Pro61.5%
MCP Atlas88.1%
MultiChallenge75.3%
PRBench Finance55.0%
PRBench Legal57.0%
MultiNRC65.6%
EQ-Bench 41260

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