Celeris-1 vs Gemma 4 E2B (Reasoning)

Celeris-1 vs Gemma 4 E2B (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.

MetricCeleris-1Gemma 4 E2B (Reasoning)Difference
Intelligence (higher is better)12.49.5−23.4% Gemma 4 E2B (Reasonin… is 23.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)1.02sNot reported— not comparable
Price per 1M tokens (in / out)$0.20 / $0.70—
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/celeris-1/gemma-4-e2b · Markdown: /api/v1/compare/celeris-1/gemma-4-e2b?format=md · llms.txt · agent skill