Compare · 2026-10-14

GLM 5.3 vs Grok 4.5

As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in 6 of 8 shared categories: General LLM, Reasoning, Coding, Coding › Agentic, Coding › Web dev, and Long context.

CategoryGLM 5.3Grok 4.5
General LLM
#23 · #23 in General LLM
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
#36 · #36 in General LLM
Margin 24.48979591836735
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#19 · #19 in Reasoning
Margin 13.698630136986296
LMArena leaderboard dataset · Oct 13, 2026
#37 · #37 in Reasoning
Margin 26.027397260273972
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
#28 · #28 in Science
Margin —
Epoch AI benchmarking hub · Aug 14, 2026
#14 · #14 in Science
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Coding
#7 · #7 in Coding
Margin 36.36363636363637
Terminal-Bench Harbor Hub · Oct 6, 2026
#19 · #19 in Coding
Margin 95.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic
#7 · #7 in Coding › Agentic
Margin 36.36363636363637
Terminal-Bench Harbor Hub · Oct 6, 2026
#19 · #19 in Coding › Agentic
Margin 95.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#18 · #18 in Coding › Web dev
Margin 15.887850467289724
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Coding › Web dev
Margin 30.8411214953271
LMArena leaderboard dataset · Oct 13, 2026
Long context
#27 · #27 in Long context
Margin 18.367346938775512
LMArena leaderboard dataset · Oct 13, 2026
#35 · #35 in Long context
Margin 23.80952380952381
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#29 · #29 in Vision
Margin 86.84210526315789
Epoch AI benchmarking hub · Jul 8, 2026
Factuality
#27 · #27 in Factuality
Margin 20.895522388059703
LMArena leaderboard dataset · Oct 13, 2026
#26 · #26 in Factuality
Margin 20.14925373134328
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#21 · #21 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Price per 1M tokens

GLM 5.3: $1.2592499999999998 per 1M blended tokens.

Grok 4.5: $3 per 1M blended tokens.

Open weights

GLM 5.3: open weights.

Grok 4.5: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in General LLM at #23 against #36.

Reasoning: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Reasoning at #19 against #37.

Science: As of Oct 14, 2026, Grok 4.5 leads GLM 5.3 in Science at #14 against #28.

Coding: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Coding at #7 against #19.

Coding › Agentic: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Coding › Agentic at #7 against #19.

Coding › Web dev: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Coding › Web dev at #18 against #34.

Long context: As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Long context at #27 against #35.

Factuality: As of Oct 14, 2026, Grok 4.5 leads GLM 5.3 in Factuality at #26 against #27.

GLM 5.3 · Grok 4.5

GLM 5.3 or Grok 4.5?

As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in 6 of 8 shared categories: General LLM, Reasoning, Coding, Coding › Agentic, Coding › Web dev, and Long context.

GLM 5.3 or Grok 4.5 for General LLM?

As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in General LLM at #23 against #36.

GLM 5.3 or Grok 4.5 for Reasoning?

As of Oct 14, 2026, GLM 5.3 leads Grok 4.5 in Reasoning at #19 against #37.

GLM 5.3 or Grok 4.5 for Science?

As of Oct 14, 2026, Grok 4.5 leads GLM 5.3 in Science at #14 against #28.