# Gemini 3.8 Flash vs Muse Spark 1.2

As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in 5 of 6 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Vision.

Gemini 3.8 Flash: $1.5 per 1M blended tokens.

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

Gemini 3.8 Flash: closed weights.

Muse Spark 1.2: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in General LLM at #7 against #8.
- Which to pick, Reasoning: As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in Reasoning at #6 against #11.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in Coding › Web dev at #29 against #42.
- Which to pick, Long context: As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in Long context at #5 against #17.
- Which to pick, Vision: As of Oct 15, 2026, Gemini 3.8 Flash leads Muse Spark 1.2 in Vision at #15 against #27.
- Which to pick, Factuality: As of Oct 15, 2026, Muse Spark 1.2 leads Gemini 3.8 Flash in Factuality at #9 against #19.

As of Oct 15, 2026, Gemini 3.8 Flash is state of the art on best per dollar in General LLM (since Oct 14, 2026; sources LMArena Text (style-controlled, overall); 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).