Phi-4 vs Qwen3 235B A22B 2507 Instruct

Phi-4 vs Qwen3 235B A22B 2507 Instruct. 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.

MetricPhi-4Qwen3 235B A22B 2507 InstructDifference
Intelligence (higher is better)5.912.0+103.4% Qwen3 235B A22B 2507 … is 2.0× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)15.38s12.56s−18.3% Qwen3 235B A22B 2507 … is 18.3% faster
Price per 1M tokens (in / out)$0.13 / $0.50$0.21 / $0.84
Input modalitiesTextText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/phi-4/qwen3-235b-a22b-instruct-2507 · Markdown: /api/v1/compare/phi-4/qwen3-235b-a22b-instruct-2507?format=md · llms.txt · agent skill