Apriel-v1.6-15B-Thinker vs Step 3.5 Flash 2603

Apriel-v1.6-15B-Thinker vs Step 3.5 Flash 2603. 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.

MetricApriel-v1.6-15B-ThinkerStep 3.5 Flash 2603Difference
Intelligence (higher is better)13.417.0+26.9% Step 3.5 Flash 2603 is 26.9% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported20.25s— not comparable
Price per 1M tokens (in / out)—$0.10 / $0.30
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apriel-v1-6-15b-thinker/step-3-5-flash · Markdown: /api/v1/compare/apriel-v1-6-15b-thinker/step-3-5-flash?format=md · llms.txt · agent skill