BenchLeader

GLM-5 vs Muse Spark

Verdict
  • Muse Spark leads on quality: 65.6 vs 59.1.
  • Muse Spark is stronger in agents & tools, coding, composite, human preference, instruction following, knowledge, long context, maths, reasoning, multimodal.
MetricGLM-5Muse Spark
BenchLeader Index59.165.6
Agents & tools score56.866.4
Coding score52.966.2
Composite score64.368.6
Human preference score65.669.3
Instruction following score70.579.7
Knowledge score64.364.6
Long context score64.365.5
Maths score53.156.4
Reasoning score51.570.2
Multimodal score65.9
Blended price $/M$1.55
Output speed66 tok/s
Time to first answer48.7 s
Context window205k262k
GPQA Diamond87.8%89.8%
OTIS Mock AIME80.0%88.9%
SWE-bench Verified (Epoch)72.1%
Humanity's Last Exam40.6%
Terminal-Bench52.4%
SimpleBench53.2%
SciCode51.5%
WeirdML48.2%
APEX-Agents17.2%
ProofBench17.0%
Epoch Capabilities Index145.9152.1
LMArena Text14581488
LMArena Hard Prompts14781505
LMArena Coding14981526
LMArena WebDev1436
LMArena Vision1306
AA Intelligence Index27.931.3
IFBench72.3%75.9%
AA-LCR75.7%78.0%
MMMU-Pro80.5%
AA-Omniscience0.37.2
Terminal-Bench Hard43.2%45.5%
GPQA Diamond (AA)82.0%88.4%
Humanity's Last Exam (AA)29.3%40.7%
τ²-Bench Telecom (AA)98.3%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%
AIME 202696.7%
HMMT February 202686.4%
MathArena Apex10.9%
SWE-Bench Pro55.0%
MCP Atlas82.2%
MultiChallenge75.5%
PRBench Finance52.4%
PRBench Legal52.3%
MultiNRC59.0%
TutorBench68.5%
Kagi LLM Benchmark51.7%
ARC-AGI-144.7%
ARC-AGI-24.9%

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

GLM-5 vs Muse Spark: questions

Is GLM-5 better than Muse Spark?
Muse Spark leads on quality: 65.6 vs 59.1. The BenchLeader Index combines every independent quality benchmark; Muse Spark is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GLM-5 better than Muse Spark for coding?
Muse Spark scores higher in coding (66 vs 53 on the category index, where 50 is average).
Is GLM-5 better than Muse Spark for agentic tasks?
Muse Spark scores higher in agentic tasks (66 vs 57 on the category index, where 50 is average).
Which has the larger context window?
Muse Spark accepts more context: 262k against 205k tokens.