BenchLeader

Claude Fable 5 vs Muse Spark 1.1

Verdict
  • Claude Fable 5 leads on quality: 70.4 vs 64.9.
  • Claude Fable 5 is stronger in agents & tools, coding, composite, human preference, long context, multimodal, reasoning.
  • Muse Spark 1.1 is stronger in instruction following, knowledge, maths.
  • Muse Spark 1.1 is 10× cheaper ($2.00 vs $20.00 per 1M blended).
  • Muse Spark 1.1 streams 3.1× faster (194 vs 63 tokens per second).
MetricClaude Fable 5Muse Spark 1.1
BenchLeader Index70.464.9
Agents & tools score74.462.7
Coding score70.668.2
Composite score91.672.2
Human preference score71.366.0
Instruction following score62.677.8
Knowledge score71.373.1
Long context score67.865.3
Multimodal score69.664.9
Reasoning score75.668.8
Maths score52.2
Blended price $/M$20.00$2.00
Output speed63 tok/s194 tok/s
Time to first answer92.2 s2.0 s
Context window1M1.0M
SimpleQA Verified57.8%
SciCode58.2%
Remote Labor Index16.1%
APEX-Agents45.0%41.9%
FrontierCode53.5%
ProofBench39.0%
Epoch Capabilities Index163.4154.6
LMArena Text15071492
LMArena Hard Prompts15331511
LMArena Coding15511531
LMArena WebDev16281541
LMArena Vision13301293
LMArena Agent-2.6
AA Intelligence Index49.734.3
IFBench63.5%
AA-LCR82.3%77.7%
AA-Omniscience43.328.1
Terminal-Bench Hard62.9%
GPQA Diamond (AA)92.6%89.8%
Humanity's Last Exam (AA)55.5%46.2%
SciCode (AA)61.0%58.8%
τ²-Bench Telecom (AA)98.5%
LiveCodeBench89.8%
MMLU-Pro91.5%
IOI72.3%
LegalBench88.6%
CorpFin71.8%
TaxEval76.9%
Terminal-Bench 2.1 (Vals)80.5%
SWE-bench (Vals)95.0%
GPQA Diamond (Vals)93.2%
Vals Index66.0
SWE-Bench Pro61.5%
MCP Atlas83.3%88.1%
MultiChallenge75.3%
PRBench Finance53.9%55.0%
PRBench Legal52.6%57.0%
MultiNRC65.6%
HiL-Bench56.3%
EQ-Bench 413401260
Kagi LLM Benchmark88.8%

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