ERNIE 5.0 Thinking Preview vs Qwen3 VL 32B (Reasoning)

ERNIE 5.0 Thinking Preview vs Qwen3 VL 32B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 32B (Reasoning)Difference
Intelligence (higher is better)14.311.9−16.8% Qwen3 VL 32B (Reasoni… is 16.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, Image, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ernie-5-0-thinking-preview/qwen3-vl-32b-reasoning · Markdown: /api/v1/compare/ernie-5-0-thinking-preview/qwen3-vl-32b-reasoning?format=md · llms.txt · agent skill