Qwen3 VL 235B A22B Instruct vs Beam 1.0

Qwen3 VL 235B A22B Instruct vs Beam 1.0. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AlibabaQwen3 VL 235B A22B InstructNot ranked · benchmark data missing
Intelligence
9.90
Total cost
-
ReflectionBeam 1.0Off the frontier
Intelligence
30.30
Total cost
$319
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricQwen3 VL 235B A22B InstructBeam 1.0Difference
Intelligence (higher is better)9.930.3+206.1% Beam 1.0 is 3.1× more intelligent
Total AA cost (lower is better)Not reported$318.73— not comparable
End-to-end time (lower is better)12.93s7.58s−41.4% Beam 1.0 is 41.4% faster
Price per 1M tokens (in / out)$0.21 / $1.39$0.40 / $1.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerQwen3 VL 235B A22B Instruct: what beats itBeam 1.0: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/qwen3-vl-235b-a22b-instruct/reflection-beam · Markdown: /api/v1/compare/qwen3-vl-235b-a22b-instruct/reflection-beam?format=md · llms.txt · agent skill