Gemini 3.1 Pro Preview vs GLM 4.5 Air
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in 5 of 5 shared categories: General LLM, Reasoning, Math, Long context, and Factuality.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
GLM 4.5 Air
#32 Best current rank: #32 in Math, as of Oct 14, 2026.
| Category | Gemini 3.1 Pro Preview | GLM 4.5 Air |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 | #142 · #142 in General LLM Margin 96.59863945578232 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 | #140 · #140 in Reasoning Margin 96.57534246575342 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 | #32 · #32 in Math Margin 71.11111111111111 Epoch AI benchmarking hub · Jul 20, 2025 |
| Science | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 | — |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Web dev | #58 · #58 in Coding › Web dev Margin 53.271028037383175 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #12 · Was SOTA · Long context Margin 8.163265306122454 LMArena leaderboard dataset · Oct 13, 2026 | #138 · #138 in Long context Margin 93.87755102040816 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #25 · Was SOTA · Vision Margin 68.42105263157896 Epoch AI benchmarking hub · Feb 19, 2026 | — |
| Factuality | #18 · #18 in Factuality Margin 14.179104477611943 LMArena leaderboard dataset · Oct 13, 2026 | #109 · #109 in Factuality Margin 82.08955223880596 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | — |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
GLM 4.5 Air: $0.31 per 1M blended tokens.
Gemini 3.1 Pro Preview: closed weights.
GLM 4.5 Air: open weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in General LLM at #15 against #142.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Reasoning at #14 against #140.
Math: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Math at #3 against #32.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Long context at #12 against #138.
Factuality: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Factuality at #18 against #109.
Gemini 3.1 Pro Preview · GLM 4.5 Air
Gemini 3.1 Pro Preview or GLM 4.5 Air?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in 5 of 5 shared categories: General LLM, Reasoning, Math, Long context, and Factuality.
Gemini 3.1 Pro Preview or GLM 4.5 Air for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in General LLM at #15 against #142.
Gemini 3.1 Pro Preview or GLM 4.5 Air for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Reasoning at #14 against #140.
Gemini 3.1 Pro Preview or GLM 4.5 Air for Math?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.5 Air in Math at #3 against #32.