# Is Gemini 3.1 Pro Preview SOTA?

**Yes.** Yes on Math (best per dollar). Not the overall leader.

As of Oct 14, 2026, Gemini 3.1 Pro Preview from Google DeepMind. Yes on Math (best per dollar). Not the overall leader. Close in Math: rank #3, 4.4 percentile points behind the leader.

As of Oct 14, 2026. Methodology v1.0. Computed automatically.

- General LLM: WAS_SOTA #15 — Was SOTA in General LLM from 2026-05-07 to 2026-05-18. Currently ranked #15.
- Reasoning: WAS_SOTA #14 — Was SOTA in Reasoning from 2026-02-09 to 2026-03-20. Currently ranked #14.
- Math: NEAR_SOTA #3 — Close in Math: rank #3, 4.4 percentile points behind the leader.
- Science: RANKED #7 — Last listed at #7 in Science on 2026-02-19. That board does not award a crown.
- Coding: INSUFFICIENT_DATA — #25 on LMArena Text (style-controlled, coding); missing Terminal-Bench 4.0 and SWE-bench Pro V2 HARD
- Coding › Web dev: RANKED #56 — Ranked #56 in Coding › Web dev.
- Long context: WAS_SOTA #11 — Was SOTA in Long context from 2026-04-28 to 2026-04-30. Currently ranked #11.
- Vision: WAS_SOTA #25 — Was SOTA in Vision from 2026-04-17 to 2026-05-19. Currently ranked #25.
- Factuality: RANKED #18 — Ranked #18 in Factuality.
- Abstraction (ARC): RANKED #2 — Last listed at #2 in Abstraction (ARC) on 2026-02-19. That board does not award a crown.

## Reasoning

https://isitsota.com/c/reasoning