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Compare · 2026-10-15

Claude Opus 4.8 vs GLM 4 6V

As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

CategoryClaude Opus 4.8GLM 4 6V
General LLM
#21 · #21 in General LLM
Margin 11.170212765957444
LMArena leaderboard dataset · Oct 13, 2026
#178 · #178 in General LLM
Margin 94.68085106382979
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#10 · #10 in Reasoning
Margin 5.851063829787236
LMArena leaderboard dataset · Oct 13, 2026
#187 · #187 in Reasoning
Margin 100
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
—
Science
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
—
Coding
#12 · #12 in Coding
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Agentic
#12 · #12 in Coding › Agentic
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#35 · Was SOTA · Coding › Web dev
Margin 27.200000000000003
LMArena leaderboard dataset · Oct 13, 2026
—
Long context
#10 · Was SOTA · Long context
Margin 5.319148936170208
LMArena leaderboard dataset · Oct 13, 2026
#178 · #178 in Long context
Margin 94.68085106382979
LMArena leaderboard dataset · Oct 13, 2026
Vision
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#24 · #24 in Factuality
Margin 14.534883720930239
LMArena leaderboard dataset · Oct 13, 2026
#147 · #147 in Factuality
Margin 86.04651162790698
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 28, 2026
—
Price per 1M tokens

Claude Opus 4.8: $10 per 1M blended tokens.

GLM 4 6V: $0.44999999999999996 per 1M blended tokens.

Open weights

Claude Opus 4.8: closed weights.

GLM 4 6V: open weights.

Which to pick

General LLM: As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in General LLM at #21 against #178.

Reasoning: As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in Reasoning at #10 against #187.

Long context: As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in Long context at #10 against #178.

Factuality: As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in Factuality at #24 against #147.

Claude Opus 4.8 · GLM 4 6V

Claude Opus 4.8 or GLM 4 6V?

As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

Claude Opus 4.8 or GLM 4 6V for General LLM?

As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in General LLM at #21 against #178.

Claude Opus 4.8 or GLM 4 6V for Reasoning?

As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in Reasoning at #10 against #187.

Claude Opus 4.8 or GLM 4 6V for Long context?

As of Oct 15, 2026, Claude Opus 4.8 leads GLM 4 6V in Long context at #10 against #178.