Ling-flash-2.0 vs Phi-4

Ling-flash-2.0 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.

InclusionAILing-flash-2.0Not ranked · benchmark data missing
Intelligence
7.80
Total cost
-
MicrosoftPhi-4Not ranked · benchmark data missing
Intelligence
5.90
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.

MetricLing-flash-2.0Phi-4Difference
Intelligence (higher is better)7.85.9−24.4% Phi-4 is 24.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)112.62s15.51s−86.2% Phi-4 is 86.2% faster
Price per 1M tokens (in / out)$0.14 / $0.57$0.13 / $0.50
Input modalitiesTextText
Open this matchup in the interactive pickerLing-flash-2.0: what beats itPhi-4: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-flash-2-0/phi-4 · Markdown: /api/v1/compare/ling-flash-2-0/phi-4?format=md · llms.txt · agent skill