Gemini 3.1 Pro Preview vs GPT-5.4 Nano
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in 6 of 6 shared categories: General LLM, Reasoning, Science, Long context, Factuality, and Abstraction (ARC).
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
GPT-5.4 Nano
#43 Best recorded rank: #43 in Abstraction (ARC), as of Oct 14, 2026.
| Category | Gemini 3.1 Pro Preview | GPT-5.4 Nano |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 | #114 · #114 in General LLM Margin 77.55102040816327 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 | #109 · #109 in Reasoning Margin 75.34246575342466 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 | #73 · #73 in Science Margin — Epoch AI benchmarking hub · Mar 17, 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 | #120 · #120 in Long context Margin 81.63265306122449 LMArena leaderboard dataset · Oct 13, 2026 |
| 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 | #98 · #98 in Factuality Margin 73.88059701492537 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #43 · #43 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 17, 2026 |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
GPT-5.4 Nano: $0.4625 per 1M blended tokens.
Gemini 3.1 Pro Preview: closed weights.
GPT-5.4 Nano: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in General LLM at #15 against #114.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Reasoning at #14 against #109.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Science at #7 against #73.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Long context at #12 against #120.
Factuality: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Factuality at #18 against #98.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Abstraction (ARC) at #2 against #43.
Gemini 3.1 Pro Preview · GPT-5.4 Nano
Gemini 3.1 Pro Preview or GPT-5.4 Nano?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in 6 of 6 shared categories: General LLM, Reasoning, Science, Long context, Factuality, and Abstraction (ARC).
Gemini 3.1 Pro Preview or GPT-5.4 Nano for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in General LLM at #15 against #114.
Gemini 3.1 Pro Preview or GPT-5.4 Nano for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Reasoning at #14 against #109.
Gemini 3.1 Pro Preview or GPT-5.4 Nano for Science?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GPT-5.4 Nano in Science at #7 against #73.