Muse Wonder vs Qwen3 VL 235B A22b Instruct
As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.
Muse Wonder
Too new. Too new to call. The crown still needs confirming evidence.
Qwen3 VL 235B A22b Instruct
It used to be. Was SOTA in Reasoning.
| Category | Muse Wonder | Qwen3 VL 235B A22b Instruct |
|---|---|---|
| General LLM | #1 · Pending · General LLM Margin 0.6802721088435391 LMArena leaderboard dataset · Oct 13, 2026 | #105 · #105 in General LLM Margin 71.42857142857143 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #1 · Pending · Reasoning Margin 0.6849315068493098 LMArena leaderboard dataset · Oct 13, 2026 | #95 · #95 in Reasoning Margin 65.75342465753425 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | — | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Web dev | #12 · #12 in Coding › Web dev Margin 10.280373831775705 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #7 · #7 in Long context Margin 4.761904761904745 LMArena leaderboard dataset · Oct 13, 2026 | #98 · #98 in Long context Margin 66.66666666666666 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #2 · Pending · Vision Margin 7.89473684210526 Epoch AI benchmarking hub · Oct 12, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #1 · Pending · Factuality Margin 1.492537313432834 LMArena leaderboard dataset · Oct 13, 2026 | #100 · #100 in Factuality Margin 75.3731343283582 LMArena leaderboard dataset · Oct 13, 2026 |
Muse Wonder: $8.000000000000002 per 1M blended tokens.
Qwen3 VL 235B A22b Instruct: $0.6325 per 1M blended tokens.
Muse Wonder: closed weights.
Qwen3 VL 235B A22b Instruct: open weights.
General LLM: As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in General LLM at #1 against #105.
Reasoning: As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in Reasoning at #1 against #95.
Long context: As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in Long context at #7 against #98.
Factuality: As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in Factuality at #1 against #100.
Muse Wonder · Qwen3 VL 235B A22b Instruct
Muse Wonder or Qwen3 VL 235B A22b Instruct?
As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.
Muse Wonder or Qwen3 VL 235B A22b Instruct for General LLM?
As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in General LLM at #1 against #105.
Muse Wonder or Qwen3 VL 235B A22b Instruct for Reasoning?
As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in Reasoning at #1 against #95.
Muse Wonder or Qwen3 VL 235B A22b Instruct for Long context?
As of Oct 14, 2026, Muse Wonder leads Qwen3 VL 235B A22b Instruct in Long context at #7 against #98.