Hy3 vs Qwen3 VL 4B (Reasoning)

Hy3 vs Qwen3 VL 4B (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.

MetricHy3Qwen3 VL 4B (Reasoning)Difference
Intelligence (higher is better)25.37.0−72.3% Qwen3 VL 4B (Reasonin… is 72.3% less intelligent
Total AA cost (lower is better)$149.61Not reported— not comparable
End-to-end time (lower is better)33.69sNot reported— not comparable
Price per 1M tokens (in / out)$0.14 / $0.56—
Input modalitiesTextText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/hy3/qwen3-vl-4b-reasoning · Markdown: /api/v1/compare/hy3/qwen3-vl-4b-reasoning?format=md · llms.txt · agent skill