# Is GPT-6.1 Sol SOTA?

**Yes.** SOTA in co-SOTA in Vision.

As of Oct 14, 2026, GPT-6.1 Sol from OpenAI. SOTA in co-SOTA in Vision. GPT-6.1 Sol is tied for SOTA in Vision with GPT-6 Astra, Claude Sonnet 5.5, within the margin of error, since 2026-09-30.

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

- General LLM: RANKED #18 — Ranked #18 in General LLM.
- Reasoning: RANKED #15 — Ranked #15 in Reasoning.
- Math: INSUFFICIENT_DATA — #22 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath
- Science: RANKED #4 — Last listed at #4 in Science on 2026-09-29. That board does not award a crown.
- Coding: NEAR_SOTA #2 — Close in Coding: rank #2, 13.6 percentile points behind the leader.
- Coding › Agentic: NEAR_SOTA #2 — Close in Coding › Agentic: rank #2, 13.6 percentile points behind the leader.
- Coding › Web dev: NEAR_SOTA #4 — Close in Coding › Web dev: rank #4, 2.9 percentile points behind the leader.
- Long context: RANKED #16 — Ranked #16 in Long context.
- Vision: CO_SOTA #1 — GPT-6.1 Sol is tied for SOTA in Vision with GPT-6 Astra, Claude Sonnet 5.5, within the margin of error, since 2026-09-30.
- Factuality: RANKED #29 — Ranked #29 in Factuality.
- Abstraction (ARC): RANKED #1 — Ranked #1 in Abstraction (ARC). That board does not award a crown.

## Coding

https://isitsota.com/c/coding