# Muse Spark 1.2 vs Qwen3 VL 235B A22b Instruct

As of Oct 14, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Instruct in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

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

Qwen3 VL 235B A22b Instruct: $0.6325 per 1M blended tokens.

Muse Spark 1.2: closed weights.

Qwen3 VL 235B A22b Instruct: open weights.

- Which to pick, General LLM: As of Oct 14, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Instruct in General LLM at #8 against #105.
- Which to pick, Reasoning: As of Oct 14, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Instruct in Reasoning at #11 against #95.
- Which to pick, Long context: As of Oct 14, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Instruct in Long context at #16 against #98.
- Which to pick, Factuality: As of Oct 14, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Instruct in Factuality at #9 against #100.

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).

As of Oct 14, 2026, Qwen3 VL 235B A22b Instruct is a former state-of-the-art holder in Reasoning (since Oct 1, 2025; sources LMArena Text (style-controlled, hard prompts); methodology v1.0).