Compare · 2026-10-14

Claude Opus 4.8 vs GLM 5

As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

CategoryClaude Opus 4.8GLM 5
General LLM
#20 · #20 in General LLM
Margin 13.605442176870753
LMArena leaderboard dataset · Oct 13, 2026
#45 · #45 in General LLM
Margin 30.612244897959187
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#10 · #10 in Reasoning
Margin 7.534246575342465
LMArena leaderboard dataset · Oct 13, 2026
#46 · #46 in Reasoning
Margin 32.1917808219178
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
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
#47 · #47 in Science
Margin —
Epoch AI benchmarking hub · Feb 11, 2026
Coding
#12 · #12 in Coding
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Feb 11, 2026
Coding › Agentic
#12 · #12 in Coding › Agentic
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#33 · Was SOTA · Coding › Web dev
Margin 29.90654205607477
LMArena leaderboard dataset · Oct 13, 2026
#62 · #62 in Coding › Web dev
Margin 57.00934579439252
LMArena leaderboard dataset · Oct 13, 2026
Long context
#10 · Was SOTA · Long context
Margin 6.802721088435391
LMArena leaderboard dataset · Oct 13, 2026
#47 · #47 in Long context
Margin 31.972789115646265
LMArena leaderboard dataset · Oct 13, 2026
Vision
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
—
Factuality
#21 · #21 in Factuality
Margin 16.417910447761187
LMArena leaderboard dataset · Oct 13, 2026
#46 · #46 in Factuality
Margin 35.07462686567165
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 28, 2026
#47 · #47 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Feb 11, 2026
Price per 1M tokens

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

GLM 5: $0.9299999999999999 per 1M blended tokens.

Open weights

Claude Opus 4.8: closed weights.

GLM 5: open weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in General LLM at #20 against #45.

Reasoning: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Reasoning at #10 against #46.

Science: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Science at #27 against #47.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Coding › Web dev at #33 against #62.

Long context: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Long context at #10 against #47.

Factuality: As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Factuality at #21 against #46.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Abstraction (ARC) at #12 against #47.

Claude Opus 4.8 · GLM 5

Claude Opus 4.8 or GLM 5?

As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

Claude Opus 4.8 or GLM 5 for General LLM?

As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in General LLM at #20 against #45.

Claude Opus 4.8 or GLM 5 for Reasoning?

As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Reasoning at #10 against #46.

Claude Opus 4.8 or GLM 5 for Science?

As of Oct 14, 2026, Claude Opus 4.8 leads GLM 5 in Science at #27 against #47.