GLM 5.1 vs Grok 4.6
As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in 4 of 6 shared categories: General LLM, Reasoning, Long context, and Factuality.
GLM 5.1
It used to be. Was SOTA in Reasoning.
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 14, 2026.
| Category | GLM 5.1 | Grok 4.6 |
|---|---|---|
| General LLM | #37 · #37 in General LLM Margin 25.17006802721089 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in General LLM Margin 32.65306122448979 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #36 · #36 in Reasoning Margin 25.342465753424662 LMArena leaderboard dataset · Oct 13, 2026 | #44 · #44 in Reasoning Margin 30.821917808219183 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 | #35 · #35 in Science Margin — Epoch AI benchmarking hub · Apr 7, 2026 | #10 · #10 in Science Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Apr 7, 2026 | #14 · #14 in Coding Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #14 · #14 in Coding › Agentic Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #46 · Was SOTA · Coding › Web dev Margin 42.05607476635514 LMArena leaderboard dataset · Oct 13, 2026 | #20 · #20 in Coding › Web dev Margin 17.757009345794387 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #36 · Was SOTA · Long context Margin 24.48979591836735 LMArena leaderboard dataset · Oct 13, 2026 | #41 · #41 in Long context Margin 27.89115646258503 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 |
| Factuality | #38 · #38 in Factuality Margin 29.104477611940297 LMArena leaderboard dataset · Oct 13, 2026 | #51 · #51 in Factuality Margin 38.80597014925373 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
GLM 5.1: $2.0425 per 1M blended tokens.
Grok 4.6: $3 per 1M blended tokens.
GLM 5.1: open weights.
Grok 4.6: closed weights.
General LLM: As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in General LLM at #37 against #48.
Reasoning: As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in Reasoning at #36 against #44.
Science: As of Oct 14, 2026, Grok 4.6 leads GLM 5.1 in Science at #10 against #35.
Coding › Web dev: As of Oct 14, 2026, Grok 4.6 leads GLM 5.1 in Coding › Web dev at #20 against #46.
Long context: As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in Long context at #36 against #41.
Factuality: As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in Factuality at #38 against #51.
GLM 5.1 or Grok 4.6?
As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in 4 of 6 shared categories: General LLM, Reasoning, Long context, and Factuality.
GLM 5.1 or Grok 4.6 for General LLM?
As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in General LLM at #37 against #48.
GLM 5.1 or Grok 4.6 for Reasoning?
As of Oct 14, 2026, GLM 5.1 leads Grok 4.6 in Reasoning at #36 against #44.
GLM 5.1 or Grok 4.6 for Science?
As of Oct 14, 2026, Grok 4.6 leads GLM 5.1 in Science at #10 against #35.