GLM 4.6 vs GPT-6 Astra
As of Oct 14, 2026, GLM 4.6 leads GPT-6 Astra in 0 of 5 shared categories.
| Category | GLM 4.6 | GPT-6 Astra |
|---|---|---|
| General LLM | #87 · #87 in General LLM Margin 59.183673469387756 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #89 · #89 in Reasoning Margin 61.64383561643836 LMArena leaderboard dataset · Oct 13, 2026 | #23 · #23 in Reasoning Margin 16.438356164383563 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 | — | #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 | #88 · Was SOTA · Coding › Web dev Margin 81.30841121495327 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #90 · #90 in Long context Margin 61.224489795918366 LMArena leaderboard dataset · Oct 13, 2026 | #22 · #22 in Long context Margin 14.965986394557817 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | #55 · #55 in Factuality Margin 41.7910447761194 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
GLM 4.6: $0.875 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
GLM 4.6: open weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in General LLM at #25 against #87.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Reasoning at #23 against #89.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Coding › Web dev at #2 against #88.
Long context: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Long context at #22 against #90.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Factuality at #25 against #55.
GLM 4.6 or GPT-6 Astra?
As of Oct 14, 2026, GLM 4.6 leads GPT-6 Astra in 0 of 5 shared categories.
GLM 4.6 or GPT-6 Astra for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in General LLM at #25 against #87.
GLM 4.6 or GPT-6 Astra for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Reasoning at #23 against #89.
GLM 4.6 or GPT-6 Astra for Coding › Web dev?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.6 in Coding › Web dev at #2 against #88.