ERNIE 5.0 Thinking Preview vs Qwen3 VL 235B A22B Instruct

ERNIE 5.0 Thinking Preview 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.

BaiduERNIE 5.0 Thinking PreviewNot ranked · benchmark data missing
Intelligence
14.30
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.

MetricERNIE 5.0 Thinking PreviewQwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)14.39.9−30.8% Qwen3 VL 235B A22B In… is 30.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported12.40s— not comparable
Price per 1M tokens (in / out)—$0.21 / $1.39
Input modalitiesText, Image, VideoText, Image
Open this matchup in the interactive pickerERNIE 5.0 Thinking Preview: 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/ernie-5-0-thinking-preview/qwen3-vl-235b-a22b-instruct · Markdown: /api/v1/compare/ernie-5-0-thinking-preview/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill