Compare · 2026-10-15
GLM 5.2 vs GPT-5.4 Pro
As of Oct 15, 2026, GLM 5.2 leads GPT-5.4 Pro in 0 of 2 shared categories.
| Category | GLM 5.2 | GPT-5.4 Pro |
|---|---|---|
| General LLM | #26 · #26 in General LLM Margin 17.687074829931973 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #30 · #30 in Reasoning Margin 21.23287671232876 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #6 · Was SOTA · Math Margin 11.111111111111114 Epoch AI benchmarking hub · Mar 5, 2026 |
| Science | #23 · #23 in Science Margin — Epoch AI benchmarking hub · Jun 16, 2026 | #6 · #6 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | — |
| Coding › Web dev | #23 · #23 in Coding › Web dev Margin 20.560747663551396 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #25 · #25 in Long context Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Factuality | #31 · #31 in Factuality Margin 23.88059701492537 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Abstraction (ARC) | #29 · #29 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Jun 16, 2026 | #8 · #8 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
Price per 1M tokens
GLM 5.2: $1.7799999999999998 per 1M blended tokens.
GPT-5.4 Pro: $67.5 per 1M blended tokens.
Open weights
GLM 5.2: open weights.
GPT-5.4 Pro: closed weights.
Which to pick
Science: As of Oct 15, 2026, GPT-5.4 Pro leads GLM 5.2 in Science at #6 against #23.
Abstraction (ARC): As of Oct 15, 2026, GPT-5.4 Pro leads GLM 5.2 in Abstraction (ARC) at #8 against #29.
GLM 5.2 or GPT-5.4 Pro?
As of Oct 15, 2026, GLM 5.2 leads GPT-5.4 Pro in 0 of 2 shared categories.
GLM 5.2 or GPT-5.4 Pro for Science?
As of Oct 15, 2026, GPT-5.4 Pro leads GLM 5.2 in Science at #6 against #23.
GLM 5.2 or GPT-5.4 Pro for Abstraction (ARC)?
As of Oct 15, 2026, GPT-5.4 Pro leads GLM 5.2 in Abstraction (ARC) at #8 against #29.