Celeris-1 vs DeepSeek V3.1 (Non-reasoning)

Celeris-1 vs DeepSeek V3.1 (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
DeepSeekDeepSeek V3.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.70
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-1DeepSeek V3.1 (Non-reasoning)Difference
Intelligence (higher is better)6.313.7+117.5% DeepSeek V3.1 (Non-re… is 2.2× more intelligent
Total AA cost (lower is better)$59.99Not reported— not comparable
End-to-end time (lower is better)0.86s6.51s+657.0% DeepSeek V3.1 (Non-re… is 657.0% slower
Price per 1M tokens (in / out)$0.20 / $0.70$0.56 / $1.68
Input modalitiesText, ImageText
Open this matchup in the interactive pickerCeleris-1: what beats itDeepSeek V3.1 (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/deepseek-v3-1 · Markdown: /api/v1/compare/celeris-1/deepseek-v3-1?format=md · llms.txt · agent skill