GLM 4.7 vs GPT-6 Astra
As of Oct 14, 2026, GLM 4.7 leads GPT-6 Astra in 0 of 6 shared categories.
GLM 4.7
It used to be. Was SOTA in Coding › Web dev.
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
| Category | GLM 4.7 | GPT-6 Astra |
|---|---|---|
| General LLM | #68 · #68 in General LLM Margin 46.25850340136054 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #66 · #66 in Reasoning Margin 45.89041095890411 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 | #64 · #64 in Science Margin — Epoch AI benchmarking hub · Dec 22, 2025 | #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 | #63 · #63 in Coding › Web dev Margin 57.94392523364486 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #66 · #66 in Long context Margin 44.89795918367347 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 | #62 · #62 in Factuality Margin 47.014925373134325 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 4.7: $1 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
GLM 4.7: open weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in General LLM at #25 against #68.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Reasoning at #23 against #66.
Science: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Science at #2 against #64.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Coding › Web dev at #2 against #63.
Long context: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Long context at #22 against #66.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Factuality at #25 against #62.
GLM 4.7 or GPT-6 Astra?
As of Oct 14, 2026, GLM 4.7 leads GPT-6 Astra in 0 of 6 shared categories.
GLM 4.7 or GPT-6 Astra for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in General LLM at #25 against #68.
GLM 4.7 or GPT-6 Astra for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Reasoning at #23 against #66.
GLM 4.7 or GPT-6 Astra for Science?
As of Oct 14, 2026, GPT-6 Astra leads GLM 4.7 in Science at #2 against #64.