# Is Gemini 3.1 Pro Preview SOTA?

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

As of Oct 13, 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 13, 2026. Methodology v1.0. Computed automatically.

- General LLM: NOT_SOTA #1 — Last listed at #1 in General LLM on 2026-08-06.
- Reasoning: WAS_SOTA #4 — Was SOTA in Reasoning from 2026-09-02 to 2026-09-03. Currently ranked #4.
- Math: CO_SOTA #3 — 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: NOT_SOTA #8 — Last listed at #8 in Science on 2026-02-19. That board does not award a crown.
- Coding: NOT_SOTA #1 — Last listed at #1 in Coding on 2026-06-05.
- Coding › Agentic: NOT_SOTA #6 — Last listed at #6 in Coding › Agentic on 2026-03-02.
- Coding › Web dev: NOT_SOTA #1 — Last listed at #1 in Coding › Web dev on 2026-04-23.
- Long context: NOT_SOTA #1 — Last listed at #1 in Long context on 2026-09-11.
- Vision: WAS_SOTA #23 — Was SOTA in Vision from 2026-04-17 to 2026-05-19. Currently ranked #23.
- Factuality: NOT_SOTA #4 — Last listed at #4 in Factuality on 2026-02-19.
- Abstraction (ARC): NOT_SOTA #6 — Last listed at #6 in Abstraction (ARC) on 2026-02-19. That board does not award a crown.