Compare · 2026-10-15

GLM 5.3 Flash vs Muse Spark 1.1

As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in 3 of 6 shared categories: Coding › Web dev, Long context, and Factuality.

CategoryGLM 5.3 FlashMuse Spark 1.1
General LLM
#30 · #30 in General LLM
Margin 20.40816326530613
LMArena leaderboard dataset · Oct 13, 2026
#10 · Was SOTA · General LLM
Margin 6.802721088435376
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#26 · #26 in Reasoning
Margin 18.493150684931507
LMArena leaderboard dataset · Oct 13, 2026
#13 · #13 in Reasoning
Margin 9.589041095890408
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#34 · #34 in Science
Margin —
Epoch AI benchmarking hub · Aug 20, 2026
—
Coding
#10 · #10 in Coding
Margin 50
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Agentic
#10 · #10 in Coding › Agentic
Margin 50
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#22 · #22 in Coding › Web dev
Margin 19.626168224299064
LMArena leaderboard dataset · Oct 13, 2026
#37 · #37 in Coding › Web dev
Margin 33.64485981308411
LMArena leaderboard dataset · Oct 13, 2026
Long context
#30 · #30 in Long context
Margin 20.40816326530613
LMArena leaderboard dataset · Oct 13, 2026
#33 · #33 in Long context
Margin 22.448979591836732
LMArena leaderboard dataset · Oct 13, 2026
Vision
#29 · #29 in Vision
Margin 86.84210526315789
Epoch AI benchmarking hub · Aug 20, 2026
#28 · #28 in Vision
Margin 76.3157894736842
Epoch AI benchmarking hub · Jul 9, 2026
Factuality
#30 · #30 in Factuality
Margin 23.13432835820896
LMArena leaderboard dataset · Oct 13, 2026
#32 · Was SOTA · Factuality
Margin 24.626865671641795
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#14 · #14 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Aug 20, 2026
—
Price per 1M tokens

GLM 5.3 Flash: $0.2375 per 1M blended tokens.

Muse Spark 1.1: $2.0000000000000004 per 1M blended tokens.

Open weights

GLM 5.3 Flash: open weights.

Muse Spark 1.1: closed weights.

Which to pick

General LLM: As of Oct 15, 2026, Muse Spark 1.1 leads GLM 5.3 Flash in General LLM at #10 against #30.

Reasoning: As of Oct 15, 2026, Muse Spark 1.1 leads GLM 5.3 Flash in Reasoning at #13 against #26.

Coding › Web dev: As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in Coding › Web dev at #22 against #37.

Long context: As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in Long context at #30 against #33.

Vision: As of Oct 15, 2026, Muse Spark 1.1 leads GLM 5.3 Flash in Vision at #28 against #29.

Factuality: As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in Factuality at #30 against #32.

GLM 5.3 Flash · Muse Spark 1.1

GLM 5.3 Flash or Muse Spark 1.1?

As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in 3 of 6 shared categories: Coding › Web dev, Long context, and Factuality.

GLM 5.3 Flash or Muse Spark 1.1 for General LLM?

As of Oct 15, 2026, Muse Spark 1.1 leads GLM 5.3 Flash in General LLM at #10 against #30.

GLM 5.3 Flash or Muse Spark 1.1 for Reasoning?

As of Oct 15, 2026, Muse Spark 1.1 leads GLM 5.3 Flash in Reasoning at #13 against #26.

GLM 5.3 Flash or Muse Spark 1.1 for Coding › Web dev?

As of Oct 15, 2026, GLM 5.3 Flash leads Muse Spark 1.1 in Coding › Web dev at #22 against #37.