Muse Spark 1.2 vs Qwen3 VL 235B A22b Thinking
As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in 3 of 3 shared categories: General LLM, Reasoning, and Long context.
Muse Spark 1.2
It used to be. Was SOTA in General LLM.
Qwen3 VL 235B A22b Thinking
#154 Best current rank: #154 in Reasoning, as of Oct 15, 2026.
| Category | Muse Spark 1.2 | Qwen3 VL 235B A22b Thinking |
|---|---|---|
| General LLM | #8 · Was SOTA · General LLM Margin 4.255319148936167 LMArena leaderboard dataset · Oct 13, 2026 | #156 · #156 in General LLM Margin 82.97872340425532 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #11 · #11 in Reasoning Margin 6.38297872340425 LMArena leaderboard dataset · Oct 13, 2026 | #154 · #154 in Reasoning Margin 82.4468085106383 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #— · 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 | #42 · #42 in Coding › Web dev Margin 32.8 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #17 · Was SOTA · Long context Margin 9.042553191489361 LMArena leaderboard dataset · Oct 13, 2026 | #154 · #154 in Long context Margin 81.91489361702128 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #27 · #27 in Vision Margin 73.6842105263158 Epoch AI benchmarking hub · Aug 5, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #9 · Was SOTA · Factuality Margin 5.813953488372093 LMArena leaderboard dataset · Oct 13, 2026 | — |
Muse Spark 1.2: $2.0000000000000004 per 1M blended tokens.
Qwen3 VL 235B A22b Thinking: price per 1M tokens is unset in the catalog.
Muse Spark 1.2: closed weights.
Qwen3 VL 235B A22b Thinking: open weights.
General LLM: As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in General LLM at #8 against #156.
Reasoning: As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in Reasoning at #11 against #154.
Long context: As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in Long context at #17 against #154.
Muse Spark 1.2 · Qwen3 VL 235B A22b Thinking
Muse Spark 1.2 or Qwen3 VL 235B A22b Thinking?
As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in 3 of 3 shared categories: General LLM, Reasoning, and Long context.
Muse Spark 1.2 or Qwen3 VL 235B A22b Thinking for General LLM?
As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in General LLM at #8 against #156.
Muse Spark 1.2 or Qwen3 VL 235B A22b Thinking for Reasoning?
As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in Reasoning at #11 against #154.
Muse Spark 1.2 or Qwen3 VL 235B A22b Thinking for Long context?
As of Oct 15, 2026, Muse Spark 1.2 leads Qwen3 VL 235B A22b Thinking in Long context at #17 against #154.