Qwen3 VL 235B A22B Instruct vs Sonar Pro

Qwen3 VL 235B A22B Instruct vs Sonar Pro. 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
-
PerplexitySonar ProNot ranked · benchmark data missing
Intelligence
7.60
Total cost
-
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 InstructSonar ProDifference
Intelligence (higher is better)9.97.6−23.2% Sonar Pro is 23.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)12.53sNot reported— not comparable
Price per 1M tokens (in / out)$0.21 / $1.39—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerQwen3 VL 235B A22B Instruct: what beats itSonar Pro: 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/sonar-pro · Markdown: /api/v1/compare/qwen3-vl-235b-a22b-instruct/sonar-pro?format=md · llms.txt · agent skill