GLM 5.1 vs GPT-6 Astra
As of Oct 15, 2026, GLM 5.1 leads GPT-6 Astra in 0 of 6 shared categories.
| Category | GLM 5.1 | GPT-6 Astra |
|---|---|---|
| General LLM | #46 · #46 in General LLM Margin 24.468085106382972 LMArena leaderboard dataset · Oct 13, 2026 | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #42 · #42 in Reasoning Margin 22.872340425531917 LMArena leaderboard dataset · Oct 13, 2026 | #24 · #24 in Reasoning Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #35 · #35 in Science Margin — Epoch AI benchmarking hub · Apr 7, 2026 | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #50 · Was SOTA · Coding › Web dev Margin 39.2 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #42 · Was SOTA · Long context Margin 22.34042553191489 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Long context Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | #44 · #44 in Factuality Margin 26.162790697674424 LMArena leaderboard dataset · Oct 13, 2026 | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
GLM 5.1: $1.4834999999999998 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
GLM 5.1: open weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in General LLM at #26 against #46.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Reasoning at #24 against #42.
Science: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Science at #2 against #35.
Coding › Web dev: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Coding › Web dev at #2 against #50.
Long context: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Long context at #25 against #42.
Factuality: As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Factuality at #29 against #44.
GLM 5.1 or GPT-6 Astra?
As of Oct 15, 2026, GLM 5.1 leads GPT-6 Astra in 0 of 6 shared categories.
GLM 5.1 or GPT-6 Astra for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in General LLM at #26 against #46.
GLM 5.1 or GPT-6 Astra for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Reasoning at #24 against #42.
GLM 5.1 or GPT-6 Astra for Science?
As of Oct 15, 2026, GPT-6 Astra leads GLM 5.1 in Science at #2 against #35.