Celeris-1 vs Qwen3 4B (Non-reasoning)

Celeris-1 vs Qwen3 4B (Non-reasoning). 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
AlibabaQwen3 4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.60
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-1Qwen3 4B (Non-reasoning)Difference
Intelligence (higher is better)6.36.6+4.8% Qwen3 4B (Non-reasoni… is 4.8% more intelligent
Total AA cost (lower is better)$59.99Not reported— not comparable
End-to-end time (lower is better)0.87sNot reported— not comparable
Price per 1M tokens (in / out)$0.20 / $0.70—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerCeleris-1: what beats itQwen3 4B (Non-reasoning): 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/qwen3-4b-instruct · Markdown: /api/v1/compare/celeris-1/qwen3-4b-instruct?format=md · llms.txt · agent skill