# GPT-6.1 Sol vs Muse Wonder

As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in 2 of 6 shared categories: Coding › Web dev and Vision.

GPT-6.1 Sol: $4.000000000000001 per 1M blended tokens.

Muse Wonder: $8.000000000000002 per 1M blended tokens.

GPT-6.1 Sol: closed weights.

Muse Wonder: closed weights.

- Which to pick, General LLM: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in General LLM at #1 against #18.
- Which to pick, Reasoning: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Reasoning at #1 against #15.
- Which to pick, Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in Coding › Web dev at #4 against #12.
- Which to pick, Long context: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Long context at #7 against #17.
- Which to pick, Vision: As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in Vision at #1 against #2.
- Which to pick, Factuality: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Factuality at #1 against #29.

As of Oct 14, 2026, GPT-6.1 Sol is tied for state of the art in Vision (since Sep 30, 2026; sources GDP.pdf; methodology v1.0).

As of Oct 14, 2026, Muse Wonder is leading, crown pending confirmation in General LLM (since Oct 14, 2026; sources LMArena Text (style-controlled, overall); methodology v1.0).