token.app › Compare › Qwen3 VL 235B A22B Thinking vs Muse Spark 1.2

Qwen3 VL 235B A22B Thinking vs Muse Spark 1.2

Qwen3 VL 235B A22B Thinking is 1.5× cheaper per token on a blended 3:1 basis. Muse Spark 1.2 accepts the larger context window (1.0M).

Head to head
Blended price uses a 3:1 input:output mix
Qwen3 VL 235B A22B ThinkingMuse Spark 1.2
ProviderAlibabaMeta
Input $/1M$0.400$1.25
Output $/1M$4.00$4.25
Blended $/1M$1.30$2.00
Context window131K1.0M
Max output33K—
ReleasedSep 2025Aug 2026
LicenceOpen weightsProprietary
Choose Qwen3 VL 235B A22B Thinking if…
  • Costs less per token — $1.30 vs $2.00 blended
  • Open weights — self-hostable
Choose Muse Spark 1.2 if…
  • Larger context window (1.0M)
  • Newer model (released Aug 2026)
FAQ
Which is better, Qwen3 VL 235B A22B Thinking or Muse Spark 1.2?
We do not hold independently-run benchmark scores covering both Qwen3 VL 235B A22B Thinking and Muse Spark 1.2, so we make no quality claim. Their pricing and specifications are compared on this page.
Is Qwen3 VL 235B A22B Thinking cheaper than Muse Spark 1.2?
Qwen3 VL 235B A22B Thinking is cheaper: $1.30 versus $2.00 per million tokens blended at 3:1 input:output. Input alone: $0.400 vs $1.25. Output alone: $4.00 vs $4.25.
What context windows do Qwen3 VL 235B A22B Thinking and Muse Spark 1.2 have?
Qwen3 VL 235B A22B Thinking: 131,072 tokens. Muse Spark 1.2: 1,048,576 tokens.
Who makes Qwen3 VL 235B A22B Thinking and Muse Spark 1.2?
Qwen3 VL 235B A22B Thinking is made by Alibaba. Muse Spark 1.2 is made by Meta.
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