DeepSeek V3.1 (Reasoning) vs Phi-4

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

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 (Reasoning)Phi-4Difference
Intelligence (higher is better)13.55.9−56.3% Phi-4 is 56.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)23.37s15.44s−33.9% Phi-4 is 33.9% faster
Price per 1M tokens (in / out)$0.58 / $1.68$0.13 / $0.50
Input modalitiesTextText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1-reasoning/phi-4 · Markdown: /api/v1/compare/deepseek-v3-1-reasoning/phi-4?format=md · llms.txt · agent skill