Claude Sonnet 4 vs Gemini 3.1 Pro Preview
As of Oct 14, 2026, Claude Sonnet 4 leads Gemini 3.1 Pro Preview in 0 of 6 shared categories.
Claude Sonnet 4
#35 Best current rank: #35 in Math, as of Oct 14, 2026.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
| Category | Claude Sonnet 4 | Gemini 3.1 Pro Preview |
|---|---|---|
| General LLM | #126 · #126 in General LLM Margin 85.71428571428571 LMArena leaderboard dataset · Oct 13, 2026 | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #115 · #115 in Reasoning Margin 79.45205479452055 LMArena leaderboard dataset · Oct 13, 2026 | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #35 · #35 in Math Margin 77.77777777777777 Epoch AI benchmarking hub · May 22, 2025 | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 |
| Science | #97 · #97 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 — 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 | #94 · #94 in Long context Margin 63.945578231292515 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) | #67 · #67 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 Sonnet 4: $6 per 1M blended tokens.
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
Claude Sonnet 4: closed weights.
Gemini 3.1 Pro Preview: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in General LLM at #15 against #126.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Reasoning at #14 against #115.
Math: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Math at #3 against #35.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Science at #7 against #97.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Long context at #12 against #94.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Abstraction (ARC) at #2 against #67.
Claude Sonnet 4 · Gemini 3.1 Pro Preview
Claude Sonnet 4 or Gemini 3.1 Pro Preview?
As of Oct 14, 2026, Claude Sonnet 4 leads Gemini 3.1 Pro Preview in 0 of 6 shared categories.
Claude Sonnet 4 or Gemini 3.1 Pro Preview for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in General LLM at #15 against #126.
Claude Sonnet 4 or Gemini 3.1 Pro Preview for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Reasoning at #14 against #115.
Claude Sonnet 4 or Gemini 3.1 Pro Preview for Math?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Claude Sonnet 4 in Math at #3 against #35.