Claude Opus 4 vs Gemini 3.1 Pro Preview
As of Oct 14, 2026, Claude Opus 4 leads Gemini 3.1 Pro Preview in 0 of 6 shared categories.
Claude Opus 4
It used to be. Was SOTA in Reasoning.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
| Category | Claude Opus 4 | Gemini 3.1 Pro Preview |
|---|---|---|
| General LLM | #102 · #102 in General LLM Margin 69.38775510204081 LMArena leaderboard dataset · Oct 13, 2026 | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #97 · Was SOTA · Reasoning Margin 67.12328767123287 LMArena leaderboard dataset · Oct 13, 2026 | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #29 · #29 in Math Margin 62.22222222222222 Epoch AI benchmarking hub · May 22, 2025 | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 |
| Science | #91 · #91 in Science Margin — Epoch AI benchmarking hub · May 22, 2025 | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · May 22, 2025 | #— · 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 | #70 · #70 in Long context Margin 47.61904761904762 LMArena leaderboard dataset · Oct 13, 2026 | #12 · Was SOTA · Long context Margin 8.163265306122454 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #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) | #69 · #69 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 22, 2025 | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 |
Claude Opus 4: price per 1M tokens is unset in the catalog.
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
Claude Opus 4: closed weights.
Gemini 3.1 Pro Preview: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in General LLM at #15 against #102.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Reasoning at #14 against #97.
Math: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Math at #3 against #29.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Science at #7 against #91.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Long context at #12 against #70.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Abstraction (ARC) at #2 against #69.
Claude Opus 4 · Gemini 3.1 Pro Preview
Claude Opus 4 or Gemini 3.1 Pro Preview?
As of Oct 14, 2026, Claude Opus 4 leads Gemini 3.1 Pro Preview in 0 of 6 shared categories.
Claude Opus 4 or Gemini 3.1 Pro Preview for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in General LLM at #15 against #102.
Claude Opus 4 or Gemini 3.1 Pro Preview for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Reasoning at #14 against #97.
Claude Opus 4 or Gemini 3.1 Pro Preview for Math?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Opus 4 in Math at #3 against #29.