Ling 3.0 Tiny vs Phi-4 Mini Instruct

Ling 3.0 Tiny vs Phi-4 Mini Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing 3.0 TinyNot ranked · benchmark data missing
Intelligence
15.30
Total cost
-
MicrosoftPhi-4 Mini InstructNot ranked · benchmark data missing
Intelligence
6.30
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 3.0 TinyPhi-4 Mini InstructDifference
Intelligence (higher is better)15.36.3−58.8% Phi-4 Mini Instruct is 58.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)69.54s11.82s−83.0% Phi-4 Mini Instruct is 83.0% faster
Price per 1M tokens (in / out)$0.00 / $0.00$0.00 / $0.00
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.0 Tiny: what beats itPhi-4 Mini Instruct: 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-3-0-tiny/phi-4-mini · Markdown: /api/v1/compare/ling-3-0-tiny/phi-4-mini?format=md · llms.txt · agent skill