Gemini 3.1 Pro Preview vs O1 Preview
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
O1 Preview
It used to be. Was SOTA in General LLM.
| Category | Gemini 3.1 Pro Preview | O1 Preview |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 | #129 · Was SOTA · General LLM Margin 87.75510204081633 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 | #137 · Was SOTA · Reasoning Margin 94.52054794520548 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #125 · #125 in Science Margin — Epoch AI benchmarking hub · Sep 12, 2024 |
| 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 | #135 · Was SOTA · Long context Margin 91.83673469387755 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 | — |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #73 · #73 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 12, 2024 |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
O1 Preview: price per 1M tokens is unset in the catalog.
Gemini 3.1 Pro Preview: closed weights.
O1 Preview: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in General LLM at #15 against #129.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Reasoning at #14 against #137.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Science at #7 against #125.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Long context at #12 against #135.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Abstraction (ARC) at #2 against #73.
Gemini 3.1 Pro Preview · O1 Preview
Gemini 3.1 Pro Preview or O1 Preview?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Gemini 3.1 Pro Preview or O1 Preview for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in General LLM at #15 against #129.
Gemini 3.1 Pro Preview or O1 Preview for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Reasoning at #14 against #137.
Gemini 3.1 Pro Preview or O1 Preview for Science?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads O1 Preview in Science at #7 against #125.