# GPT-5.1 vs Muse Wonder

As of Oct 15, 2026, GPT-5.1 leads Muse Wonder in 0 of 5 shared categories.

GPT-5.1: $3.4375000000000004 per 1M blended tokens.

Muse Wonder: $8.000000000000002 per 1M blended tokens.

GPT-5.1: closed weights.

Muse Wonder: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Muse Wonder leads GPT-5.1 in General LLM at #1 against #60.
- Which to pick, Reasoning: As of Oct 15, 2026, Muse Wonder leads GPT-5.1 in Reasoning at #1 against #62.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Muse Wonder leads GPT-5.1 in Coding › Web dev at #13 against #82.
- Which to pick, Long context: As of Oct 15, 2026, Muse Wonder leads GPT-5.1 in Long context at #7 against #66.
- Which to pick, Factuality: As of Oct 15, 2026, Muse Wonder leads GPT-5.1 in Factuality at #1 against #42.

As of Oct 15, 2026, GPT-5.1 is ranked #18 in Math (since Oct 15, 2026; sources Humanity's Last Exam; methodology v1.0).

As of Oct 15, 2026, Muse Wonder is leading, crown pending confirmation in General LLM (since Oct 15, 2026; sources LMArena Text (style-controlled, overall); methodology v1.0).