DeepSeek R1 vs Gemini 3.1 Pro Preview
As of Oct 14, 2026, DeepSeek R1 leads Gemini 3.1 Pro Preview in 0 of 5 shared categories.
DeepSeek R1
It used to be. Was SOTA in General LLM.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
| Category | DeepSeek R1 | Gemini 3.1 Pro Preview |
|---|---|---|
| General LLM | #118 · Was SOTA · General LLM Margin 80.27210884353741 LMArena leaderboard dataset · Oct 13, 2026 | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #116 · Was SOTA · Reasoning Margin 80.13698630136986 LMArena leaderboard dataset · Oct 13, 2026 | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 |
| Science | #90 · #90 in Science Margin — Epoch AI benchmarking hub · Jan 20, 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 | #123 · Was SOTA · Long context Margin 83.6734693877551 LMArena leaderboard dataset · Oct 13, 2026 | #12 · Was SOTA · Long context Margin 8.163265306122454 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) | #77 · #77 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Jan 20, 2025 | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 |
DeepSeek R1: $1.15 per 1M blended tokens.
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
DeepSeek R1: open weights.
Gemini 3.1 Pro Preview: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in General LLM at #15 against #118.
Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Reasoning at #14 against #116.
Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Science at #7 against #90.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Long context at #12 against #123.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Abstraction (ARC) at #2 against #77.
DeepSeek R1 · Gemini 3.1 Pro Preview
DeepSeek R1 or Gemini 3.1 Pro Preview?
As of Oct 14, 2026, DeepSeek R1 leads Gemini 3.1 Pro Preview in 0 of 5 shared categories.
DeepSeek R1 or Gemini 3.1 Pro Preview for General LLM?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in General LLM at #15 against #118.
DeepSeek R1 or Gemini 3.1 Pro Preview for Reasoning?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Reasoning at #14 against #116.
DeepSeek R1 or Gemini 3.1 Pro Preview for Science?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 in Science at #7 against #90.