# Gemini 3.7 Flash vs Muse Spark 1.2

As of Oct 14, 2026, Gemini 3.7 Flash leads Muse Spark 1.2 in 3 of 6 shared categories: Coding › Web dev, Long context, and Vision.

Gemini 3.7 Flash: $1.5 per 1M blended tokens.

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

Gemini 3.7 Flash: closed weights.

Muse Spark 1.2: closed weights.

- Which to pick, General LLM: As of Oct 14, 2026, Muse Spark 1.2 leads Gemini 3.7 Flash in General LLM at #8 against #14.
- Which to pick, Reasoning: As of Oct 14, 2026, Muse Spark 1.2 leads Gemini 3.7 Flash in Reasoning at #11 against #16.
- Which to pick, Coding › Web dev: As of Oct 14, 2026, Gemini 3.7 Flash leads Muse Spark 1.2 in Coding › Web dev at #25 against #40.
- Which to pick, Long context: As of Oct 14, 2026, Gemini 3.7 Flash leads Muse Spark 1.2 in Long context at #14 against #16.
- Which to pick, Vision: As of Oct 14, 2026, Gemini 3.7 Flash leads Muse Spark 1.2 in Vision at #14 against #27.
- Which to pick, Factuality: As of Oct 14, 2026, Muse Spark 1.2 leads Gemini 3.7 Flash in Factuality at #9 against #15.

As of Oct 14, 2026, Gemini 3.7 Flash is state of the art on best per dollar in Vision (since Oct 14, 2026; sources GDP.pdf; methodology v1.0).

As of Oct 14, 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).