# DeepSeek V3.1 Thinking vs Muse Spark 1.2

As of Oct 15, 2026, DeepSeek V3.1 Thinking leads Muse Spark 1.2 in 0 of 3 shared categories.

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

Muse Spark 1.2: $2.0000000000000004 per 1M blended tokens.

DeepSeek V3.1 Thinking: open weights.

Muse Spark 1.2: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Muse Spark 1.2 leads DeepSeek V3.1 Thinking in General LLM at #8 against #127.
- Which to pick, Reasoning: As of Oct 15, 2026, Muse Spark 1.2 leads DeepSeek V3.1 Thinking in Reasoning at #11 against #124.
- Which to pick, Long context: As of Oct 15, 2026, Muse Spark 1.2 leads DeepSeek V3.1 Thinking in Long context at #17 against #90.

As of Oct 15, 2026, DeepSeek V3.1 Thinking is ranked #90 in Long context (since Oct 15, 2026; sources LMArena Text (style-controlled, longer query); methodology v1.0).

As of Oct 15, 2026, Muse Spark 1.2 is a former state-of-the-art holder in General LLM (since Sep 11, 2026; sources LMArena Text (style-controlled, overall); methodology v1.0).