Celeris-1 vs Qwen3 Coder 480B A35B Instruct

Celeris-1 vs Qwen3 Coder 480B A35B Instruct. 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 Coder 480B A35B InstructNot ranked · benchmark data missing
Intelligence
11.90
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 Coder 480B A35B InstructDifference
Intelligence (higher is better)6.311.9+88.9% Qwen3 Coder 480B A35B… is 88.9% more intelligent
Total AA cost (lower is better)$59.99Not reported— not comparable
End-to-end time (lower is better)0.87s7.11s+717.2% Qwen3 Coder 480B A35B… is 717.2% slower
Price per 1M tokens (in / out)$0.20 / $0.70$0.38 / $1.40
Input modalitiesText, ImageText
Open this matchup in the interactive pickerCeleris-1: what beats itQwen3 Coder 480B A35B Instruct: 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-coder-480b-a35b-instruct · Markdown: /api/v1/compare/celeris-1/qwen3-coder-480b-a35b-instruct?format=md · llms.txt · agent skill