# DeepSeek V3.1 Thinking vs Muse Wonder

As of Oct 15, 2026, DeepSeek V3.1 Thinking leads Muse Wonder in 0 of 3 shared categories.

DeepSeek V3.1 Thinking: price per 1M tokens is unset in the catalog.

Muse Wonder: $8.000000000000002 per 1M blended tokens.

DeepSeek V3.1 Thinking: open weights.

Muse Wonder: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Muse Wonder leads DeepSeek V3.1 Thinking in General LLM at #1 against #98.
- Which to pick, Reasoning: As of Oct 15, 2026, Muse Wonder leads DeepSeek V3.1 Thinking in Reasoning at #1 against #96.
- Which to pick, Long context: As of Oct 15, 2026, Muse Wonder leads DeepSeek V3.1 Thinking in Long context at #7 against #73.

As of Oct 15, 2026, DeepSeek V3.1 Thinking is ranked #73 in Long context (since Oct 15, 2026; sources LMArena Text (style-controlled, longer query); 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).