Gemini 3.1 Pro Preview vs O4 Mini
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in 6 of 6 shared categories: General LLM, Reasoning, Math, Science, Factuality, and Abstraction (ARC).
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
O4 Mini
It used to be. Was SOTA in Math.
| Category | Gemini 3.1 Pro Preview | O4 Mini |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 | #125 · #125 in General LLM Margin 85.03401360544217 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 | #129 · #129 in Reasoning Margin 89.04109589041096 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 | #23 · Was SOTA · Math Margin 48.888888888888886 Epoch AI benchmarking hub · Apr 16, 2025 |
| Science | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #70 · #70 in Science Margin — Epoch AI benchmarking hub · Apr 16, 2025 |
| 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 | #— · Not enough data Margin — LMArena leaderboard dataset · Jul 7, 2025 |
| Vision | #25 · Was SOTA · Vision Margin 68.42105263157896 Epoch AI benchmarking hub · Feb 19, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #18 · #18 in Factuality Margin 14.179104477611943 LMArena leaderboard dataset · Oct 13, 2026 | #122 · #122 in Factuality Margin 91.7910447761194 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #39 · #39 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Apr 16, 2025 |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
O4 Mini: $1.9250000000000003 per 1M blended tokens.
Gemini 3.1 Pro Preview: closed weights.
O4 Mini: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in General LLM at #15 against #125.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Reasoning at #14 against #129.
Math: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Math at #3 against #23.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Science at #7 against #70.
Factuality: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Factuality at #18 against #122.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Abstraction (ARC) at #2 against #39.
Gemini 3.1 Pro Preview · O4 Mini
Gemini 3.1 Pro Preview or O4 Mini?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in 6 of 6 shared categories: General LLM, Reasoning, Math, Science, Factuality, and Abstraction (ARC).
Gemini 3.1 Pro Preview or O4 Mini for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in General LLM at #15 against #125.
Gemini 3.1 Pro Preview or O4 Mini for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Reasoning at #14 against #129.
Gemini 3.1 Pro Preview or O4 Mini for Math?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O4 Mini in Math at #3 against #23.