DeepSeek V3.1 (Non-reasoning) vs Solar Pro 4

DeepSeek V3.1 (Non-reasoning) vs Solar Pro 4. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.70
Total cost
-
UpstageSolar Pro 4Off the frontier
Intelligence
26.60
Total cost
$737
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.

MetricDeepSeek V3.1 (Non-reasoning)Solar Pro 4Difference
Intelligence (higher is better)13.726.6+94.2% Solar Pro 4 is 94.2% more intelligent
Total AA cost (lower is better)Not reported$736.82— not comparable
End-to-end time (lower is better)6.55sNot reported— not comparable
Price per 1M tokens (in / out)$0.56 / $1.68$0.30 / $1.20
Input modalitiesTextText
Open this matchup in the interactive pickerDeepSeek V3.1 (Non-reasoning): what beats itSolar Pro 4: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/solar-pro4 · Markdown: /api/v1/compare/deepseek-v3-1/solar-pro4?format=md · llms.txt · agent skill