Celeris-1 vs Step 3.5 Flash

Celeris-1 vs Step 3.5 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

CelerisCeleris-1Off the frontier
Intelligence
6.30
Total cost
$60.0
StepFunStep 3.5 FlashNot ranked · benchmark data missing
Intelligence
16.60
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.

MetricCeleris-1Step 3.5 FlashDifference
Intelligence (higher is better)6.316.6+163.5% Step 3.5 Flash is 2.6× more intelligent
Total AA cost (lower is better)$59.99Not reported— not comparable
End-to-end time (lower is better)0.87s20.68s+2277.0% Step 3.5 Flash is 2277.0% slower
Price per 1M tokens (in / out)$0.20 / $0.70$0.10 / $0.30
Input modalitiesText, ImageText
Open this matchup in the interactive pickerCeleris-1: what beats itStep 3.5 Flash: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/celeris-1/step-3-5-flash-0202 · Markdown: /api/v1/compare/celeris-1/step-3-5-flash-0202?format=md · llms.txt · agent skill