BenchLeader

GLM-5 vs Muse Spark 1.1

Verdict
  • Muse Spark 1.1 leads on quality: 65.0 vs 59.1.
  • GLM-5 is stronger in maths.
  • Muse Spark 1.1 is stronger in agents & tools, coding, composite, human preference, instruction following, knowledge, long context, reasoning, multimodal.
  • GLM-5 is 1.3× cheaper ($1.55 vs $2.00 per 1M blended).
  • Muse Spark 1.1 streams 2.9× faster (194 vs 66 tokens per second).
MetricGLM-5Muse Spark 1.1
BenchLeader Index59.165.0
Agents & tools score56.862.7
Coding score52.968.1
Composite score64.372.3
Human preference score65.666.3
Instruction following score70.577.8
Knowledge score64.373.2
Long context score64.365.4
Maths score53.152.2
Reasoning score51.569.2
Multimodal score65.0
Blended price $/M$1.55$2.00
Output speed66 tok/s194 tok/s
Time to first answer48.7 s2.6 s
Context window205k1.0M
GPQA Diamond87.8%
OTIS Mock AIME80.0%
SWE-bench Verified (Epoch)72.1%
SimpleQA Verified57.8%
Terminal-Bench52.4%
SimpleBench53.2%
SciCode58.2%
WeirdML48.2%
APEX-Agents17.2%41.9%
ProofBench39.0%
Epoch Capabilities Index145.9154.6
LMArena Text14581492
LMArena Hard Prompts14781511
LMArena Coding14981531
LMArena WebDev14361541
LMArena Vision1293
LMArena Agent-2.6
AA Intelligence Index27.934.3
IFBench72.3%
AA-LCR75.7%77.7%
AA-Omniscience0.328.1
Terminal-Bench Hard43.2%
GPQA Diamond (AA)82.0%89.8%
Humanity's Last Exam (AA)29.3%46.2%
SciCode (AA)58.8%
τ²-Bench Telecom (AA)98.3%
AIME 202696.7%
HMMT February 202686.4%
MathArena Apex10.9%
SWE-Bench Pro61.5%
MCP Atlas88.1%
MultiChallenge75.3%
PRBench Finance55.0%
PRBench Legal57.0%
MultiNRC65.6%
EQ-Bench 41260
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 1.1: questions

Is GLM-5 better than Muse Spark 1.1?
Muse Spark 1.1 leads on quality: 65.0 vs 59.1. The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.1 is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GLM-5 better than Muse Spark 1.1 for coding?
Muse Spark 1.1 scores higher in coding (68 vs 53 on the category index, where 50 is average).
Is GLM-5 better than Muse Spark 1.1 for agentic tasks?
Muse Spark 1.1 scores higher in agentic tasks (63 vs 57 on the category index, where 50 is average).
Which is cheaper, GLM-5 or Muse Spark 1.1?
GLM-5 is cheaper: $1.55 against $2.00 per million tokens, blended at three input tokens per output token.
Which is faster, GLM-5 or Muse Spark 1.1?
Muse Spark 1.1 streams faster: 194 against 66 output tokens per second.
Which has the larger context window?
Muse Spark 1.1 accepts more context: 1.0M against 205k tokens.