Apriel-v1.6-15B-Thinker vs Qwen3 VL 235B A22B Instruct

Apriel-v1.6-15B-Thinker vs Qwen3 VL 235B A22B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

ServiceNowApriel-v1.6-15B-ThinkerNot ranked · benchmark data missing
Intelligence
13.40
Total cost
-
AlibabaQwen3 VL 235B A22B InstructNot ranked · benchmark data missing
Intelligence
9.90
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.

MetricApriel-v1.6-15B-ThinkerQwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)13.49.9−26.1% Qwen3 VL 235B A22B In… is 26.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported11.98s— not comparable
Price per 1M tokens (in / out)—$0.21 / $1.39
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerApriel-v1.6-15B-Thinker: what beats itQwen3 VL 235B A22B Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apriel-v1-6-15b-thinker/qwen3-vl-235b-a22b-instruct · Markdown: /api/v1/compare/apriel-v1-6-15b-thinker/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill