Gemini 3.1 Pro Preview vs Kimi K2 7 Code
As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Kimi K2 7 Code in 1 of 2 shared categories: Science.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
Kimi K2 7 Code
#46 Best recorded rank: #46 in Science, as of Oct 15, 2026.
| Category | Gemini 3.1 Pro Preview | Kimi K2 7 Code |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 7.9787234042553195 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #14 · Was SOTA · Reasoning Margin 7.9787234042553195 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Jun 12, 2026 |
| Math | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 | — |
| Science | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 | #46 · #46 in Science Margin — Epoch AI benchmarking hub · Jun 12, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | — |
| Coding › Web dev | #63 · #63 in Coding › Web dev Margin 49.6 LMArena leaderboard dataset · Oct 13, 2026 | #57 · #57 in Coding › Web dev Margin 44.8 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #12 · Was SOTA · Long context Margin 6.382978723404236 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #25 · Was SOTA · Vision Margin 68.42105263157896 Epoch AI benchmarking hub · Feb 19, 2026 | — |
| Factuality | #21 · #21 in Factuality Margin 12.79069767441861 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Jun 12, 2026 |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | — |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
Kimi K2 7 Code: $1.3409000000000002 per 1M blended tokens.
Gemini 3.1 Pro Preview: closed weights.
Kimi K2 7 Code: open weights.
Science: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Kimi K2 7 Code in Science at #7 against #46.
Coding › Web dev: As of Oct 15, 2026, Kimi K2 7 Code leads Gemini 3.1 Pro Preview in Coding › Web dev at #57 against #63.
Gemini 3.1 Pro Preview · Kimi K2 7 Code
Gemini 3.1 Pro Preview or Kimi K2 7 Code?
As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Kimi K2 7 Code in 1 of 2 shared categories: Science.
Gemini 3.1 Pro Preview or Kimi K2 7 Code for Science?
As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Kimi K2 7 Code in Science at #7 against #46.
Gemini 3.1 Pro Preview or Kimi K2 7 Code for Coding › Web dev?
As of Oct 15, 2026, Kimi K2 7 Code leads Gemini 3.1 Pro Preview in Coding › Web dev at #57 against #63.