# Is Gemini 3.1 Pro Preview SOTA?

**Yes.** SOTA in co-SOTA in Math.

As of Oct 14, 2026, Gemini 3.1 Pro Preview from Google DeepMind. SOTA in co-SOTA in Math. Gemini 3.1 Pro Preview is tied for SOTA in Math with GPT-5.4 Pro, Muse Spark, within the margin of error, since 2026-04-16.

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: CO_SOTA #1 — Gemini 3.1 Pro Preview is tied for SOTA in Math with GPT-5.4 Pro, Muse Spark, within the margin of error, since 2026-04-16.
- 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 #20 — Was SOTA in Vision from 2026-04-17 to 2026-05-19. Currently ranked #20.
- 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.

## Vision

https://isitsota.com/c/vision