Compare · 2026-10-14

GLM 5.1 vs GPT-5.4

As of Oct 14, 2026, GLM 5.1 leads GPT-5.4 in 1 of 6 shared categories: Coding › Web dev.

CategoryGLM 5.1GPT-5.4
General LLM
#37 · #37 in General LLM
Margin 25.17006802721089
LMArena leaderboard dataset · Oct 13, 2026
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#36 · #36 in Reasoning
Margin 25.342465753424662
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
Science
#35 · #35 in Science
Margin —
Epoch AI benchmarking hub · Apr 7, 2026
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 7, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding › Web dev
#46 · Was SOTA · Coding › Web dev
Margin 42.05607476635514
LMArena leaderboard dataset · Oct 13, 2026
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
Long context
#36 · Was SOTA · Long context
Margin 24.48979591836735
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#38 · #38 in Factuality
Margin 29.104477611940297
LMArena leaderboard dataset · Oct 13, 2026
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

GLM 5.1: $2.0425 per 1M blended tokens.

GPT-5.4: $5.625 per 1M blended tokens.

Open weights

GLM 5.1: open weights.

GPT-5.4: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in General LLM at #28 against #37.

Reasoning: As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Reasoning at #29 against #36.

Science: As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Science at #16 against #35.

Coding › Web dev: As of Oct 14, 2026, GLM 5.1 leads GPT-5.4 in Coding › Web dev at #46 against #55.

Long context: As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Long context at #34 against #36.

Factuality: As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Factuality at #6 against #38.

GLM 5.1 · GPT-5.4

GLM 5.1 or GPT-5.4?

As of Oct 14, 2026, GLM 5.1 leads GPT-5.4 in 1 of 6 shared categories: Coding › Web dev.

GLM 5.1 or GPT-5.4 for General LLM?

As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in General LLM at #28 against #37.

GLM 5.1 or GPT-5.4 for Reasoning?

As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Reasoning at #29 against #36.

GLM 5.1 or GPT-5.4 for Science?

As of Oct 14, 2026, GPT-5.4 leads GLM 5.1 in Science at #16 against #35.