# Claude Opus 4.1 vs GPT-6 Sol

As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6 Sol in 1 of 6 shared categories: Long context.

Claude Opus 4.1: $29.999999999999996 per 1M blended tokens.

GPT-6 Sol: $4.000000000000001 per 1M blended tokens.

Claude Opus 4.1: closed weights.

GPT-6 Sol: closed weights.

- Which to pick, General LLM: As of Oct 14, 2026, GPT-6 Sol leads Claude Opus 4.1 in General LLM at #43 against #57.
- Which to pick, Reasoning: As of Oct 14, 2026, GPT-6 Sol leads Claude Opus 4.1 in Reasoning at #39 against #47.
- Which to pick, Science: As of Oct 14, 2026, GPT-6 Sol leads Claude Opus 4.1 in Science at #8 against #83.
- Which to pick, Coding › Web dev: As of Oct 14, 2026, GPT-6 Sol leads Claude Opus 4.1 in Coding › Web dev at #7 against #76.
- Which to pick, Long context: As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6 Sol in Long context at #44 against #49.
- Which to pick, Factuality: As of Oct 14, 2026, GPT-6 Sol leads Claude Opus 4.1 in Factuality at #70 against #74.

As of Oct 14, 2026, Claude Opus 4.1 is a former state-of-the-art holder in General LLM (since Aug 18, 2025; sources LMArena Text (style-controlled, overall); methodology v1.0).

As of Oct 14, 2026, GPT-6 Sol is ranked #5 in Coding (since Oct 14, 2026; sources Terminal-Bench 4.0; methodology v1.0).