BenchLeader

Claude Opus 5.5 vs Muse Spark 1.2

Verdict
  • Claude Opus 5.5 (thinking) leads on quality: 70.7 vs 63.7.
  • Claude Opus 5.5 (thinking) is stronger in composite, knowledge, long context, multimodal, reasoning.
  • Muse Spark 1.2 (xhigh) is stronger in agents & tools, coding, human preference.
  • Muse Spark 1.2 (xhigh) is 4.0× cheaper ($2.00 vs $8.00 per 1M blended).
  • Muse Spark 1.2 (xhigh) streams 3.6× faster (174 vs 48 tokens per second).
MetricClaude Opus 5.5 (thinking)Muse Spark 1.2 (xhigh)
BenchLeader Index70.763.7
Composite score95.068.8
Knowledge score85.067.6
Long context score68.565.6
Multimodal score71.966.0
Reasoning score95.072.5
Agents & tools score57.5
Coding score56.9
Human preference score70.6
Blended price $/M$8.00$2.00
Output speed48 tok/s174 tok/s
Time to first answer4.2 s28.9 s
Context window1M1.0M
SimpleQA Verified60.3%
SciCode56.4%
WeirdML60.3%
LMArena Text1500
LMArena Hard Prompts1513
LMArena Coding1536
LMArena WebDev1534
LMArena Vision1304
LMArena Agent-1.8
LiveBench78.0%
LiveBench Reasoning90.0%
LiveBench Coding77.5%
LiveBench Agentic Coding57.6%
LiveBench Mathematics91.2%
LiveBench Data Analysis76.5%
LiveBench Language78.6%
LiveBench Instruction Following74.3%
AA Intelligence Index57.639.6
AA-LCR84.7%79.0%
MMMU-Pro87.7%
AA-Omniscience46.427.2
GPQA Diamond (AA)90.4%
Humanity's Last Exam (AA)61.4%45.5%
SciCode (AA)66.9%57.4%
MMLU-Pro88.3%
IOI21.8%
LegalBench85.3%
CorpFin70.9%
TaxEval80.4%
Terminal-Bench 2.1 (Vals)69.7%
SWE-bench (Vals)86.6%
Vals Index57.0
CritPt31.7%17.7%
GDPval (AA)67.3%49.1%
τ²-Bench Banking (AA)34.9%
BioMysteryBench64.8%
Code Migration29.9%
Excel Modeling Benchmark57.0%
Finance Agent v260.6%
Harvey's Legal Agent Benchmark25.4%
Legal Research Bench43.8%
MedCode49.4%
MedScribe90.1%
MMMU-Pro (Vals)86.1%
MortgageTax65.4%
Public Benefits Bench68.5%
SAGE47.7%
SkillsBench53.0%
Terminal-Bench 4.0 (Vals)5.6%
Vibe Code Bench v1.179.1%
LMArena Creative Writing1452
LMArena Instruction Following1480
LMArena Multi-turn1520
LMArena Longer Queries1502
DeepSWE54.9%
LMCA48.4%
DTBench94.7%
GDP.pdf16.0%
FrontierSWE12.0%
Terminal-Bench 4.0 (AA)59.6%7.1%
Terminal-Bench 2.1 (AA)80.2%
AutomationBench69.5%40.6%
GDP.pdf26.2%17.4%
MLCR31.1%
Harvey LAB91.2%
EnterpriseOps-Gym47.3%
AA-Omniscience: accuracy66.2%45.4%
AA-Omniscience: non-hallucination41.4%66.7%
AA-Briefcase18221340

Data as of 2026-09-22. Best configuration of each model; every score links to its source on the model pages.

Claude Opus 5.5 vs Muse Spark 1.2: questions

Is Claude Opus 5.5 better than Muse Spark 1.2?
Claude Opus 5.5 (thinking) leads on quality: 70.7 vs 63.7. The BenchLeader Index combines every independent quality benchmark; Claude Opus 5.5 (thinking) is ahead overall as of 2026-09-22, but check the category scores for your use.
Which is cheaper, Claude Opus 5.5 or Muse Spark 1.2?
Muse Spark 1.2 is cheaper: $2.00 against $8.00 per million tokens, blended at three input tokens per output token.
Which is faster, Claude Opus 5.5 or Muse Spark 1.2?
Muse Spark 1.2 streams faster: 174 against 48 output tokens per second.
Which has the larger context window?
Muse Spark 1.2 accepts more context: 1.0M against 1M tokens.