GLM 5.1 vs GPT-6 Sol
As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in 4 of 6 shared categories: General LLM, Reasoning, Long context, and Factuality.
GLM 5.1
It used to be. Was SOTA in Reasoning.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | GLM 5.1 | GPT-6 Sol |
|---|---|---|
| General LLM | #37 · #37 in General LLM Margin 25.17006802721089 LMArena leaderboard dataset · Oct 13, 2026 | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #36 · #36 in Reasoning Margin 25.342465753424662 LMArena leaderboard dataset · Oct 13, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 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 | #8 · #8 in Science Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Apr 7, 2026 | #5 · #5 in Coding Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #5 · #5 in Coding › Agentic Margin 27.272727272727266 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 | #7 · #7 in Coding › Web dev Margin 5.607476635514018 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #36 · Was SOTA · Long context Margin 24.48979591836735 LMArena leaderboard dataset · Oct 13, 2026 | #49 · #49 in Long context Margin 33.33333333333333 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #9 · #9 in Vision Margin 26.315789473684205 Epoch AI benchmarking hub · Sep 22, 2026 |
| Factuality | #38 · #38 in Factuality Margin 29.104477611940297 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
GLM 5.1: $2.0425 per 1M blended tokens.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
GLM 5.1: open weights.
GPT-6 Sol: closed weights.
General LLM: As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in General LLM at #37 against #43.
Reasoning: As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in Reasoning at #36 against #39.
Science: As of Oct 14, 2026, GPT-6 Sol leads GLM 5.1 in Science at #8 against #35.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Sol leads GLM 5.1 in Coding › Web dev at #7 against #46.
Long context: As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in Long context at #36 against #49.
Factuality: As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in Factuality at #38 against #70.
GLM 5.1 or GPT-6 Sol?
As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in 4 of 6 shared categories: General LLM, Reasoning, Long context, and Factuality.
GLM 5.1 or GPT-6 Sol for General LLM?
As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in General LLM at #37 against #43.
GLM 5.1 or GPT-6 Sol for Reasoning?
As of Oct 14, 2026, GLM 5.1 leads GPT-6 Sol in Reasoning at #36 against #39.
GLM 5.1 or GPT-6 Sol for Science?
As of Oct 14, 2026, GPT-6 Sol leads GLM 5.1 in Science at #8 against #35.