Compare · 2026-10-14

Claude Opus 4.6 vs GLM 5.1

As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in 6 of 6 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, and Factuality.

CategoryClaude Opus 4.6GLM 5.1
General LLM
#4 · Near-SOTA · General LLM
Margin 2.7210884353741562
LMArena leaderboard dataset · Oct 13, 2026
#37 · #37 in General LLM
Margin 25.17006802721089
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#2 · Near-SOTA · Reasoning
Margin 2.0547945205479436
LMArena leaderboard dataset · Oct 13, 2026
#36 · #36 in Reasoning
Margin 25.342465753424662
LMArena leaderboard dataset · Oct 13, 2026
Math
#11 · #11 in Math
Margin 22.22222222222223
Epoch AI benchmarking hub · Feb 5, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#32 · #32 in Science
Margin —
Epoch AI benchmarking hub · Feb 5, 2026
#35 · #35 in Science
Margin —
Epoch AI benchmarking hub · Apr 7, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Feb 5, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 7, 2026
Coding › Web dev
#35 · Was SOTA · Coding › Web dev
Margin 31.775700934579433
LMArena leaderboard dataset · Oct 13, 2026
#46 · Was SOTA · Coding › Web dev
Margin 42.05607476635514
LMArena leaderboard dataset · Oct 13, 2026
Long context
#2 · Near-SOTA · Long context
Margin 0.6802721088435391
LMArena leaderboard dataset · Oct 13, 2026
#36 · Was SOTA · Long context
Margin 24.48979591836735
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
—
Factuality
#3 · Near-SOTA · Factuality
Margin 2.9850746268656536
LMArena leaderboard dataset · Oct 13, 2026
#38 · #38 in Factuality
Margin 29.104477611940297
LMArena leaderboard dataset · Oct 13, 2026
Price per 1M tokens

Claude Opus 4.6: $10 per 1M blended tokens.

GLM 5.1: $2.0425 per 1M blended tokens.

Open weights

Claude Opus 4.6: closed weights.

GLM 5.1: open weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in General LLM at #4 against #37.

Reasoning: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Reasoning at #2 against #36.

Science: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Science at #32 against #35.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Coding › Web dev at #35 against #46.

Long context: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Long context at #2 against #36.

Factuality: As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Factuality at #3 against #38.

Claude Opus 4.6 · GLM 5.1

Claude Opus 4.6 or GLM 5.1?

As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in 6 of 6 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, and Factuality.

Claude Opus 4.6 or GLM 5.1 for General LLM?

As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in General LLM at #4 against #37.

Claude Opus 4.6 or GLM 5.1 for Reasoning?

As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Reasoning at #2 against #36.

Claude Opus 4.6 or GLM 5.1 for Science?

As of Oct 14, 2026, Claude Opus 4.6 leads GLM 5.1 in Science at #32 against #35.