Celeris-1 vs Qwen3 Coder Next

Celeris-1 vs Qwen3 Coder Next. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

CelerisCeleris-1Not ranked · benchmark data missing
Intelligence
12.40
Total cost
-
AlibabaQwen3 Coder NextOff the frontier
Intelligence
21.30
Total cost
$250
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 NextDifference
Intelligence (higher is better)12.421.3+71.8% Qwen3 Coder Next is 71.8% more intelligent
Total AA cost (lower is better)Not reported$250.18— not comparable
End-to-end time (lower is better)1.02s5.28s+417.6% Qwen3 Coder Next is 417.6% slower
Price per 1M tokens (in / out)$0.20 / $0.70$0.35 / $1.20
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerCeleris-1: what beats itQwen3 Coder Next: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/celeris-1/qwen3-coder-next · Markdown: /api/v1/compare/celeris-1/qwen3-coder-next?format=md · llms.txt · agent skill