Claude 4 Sonnet (Non-reasoning) vs Phi-4 Multimodal Instruct

Claude 4 Sonnet (Non-reasoning) vs Phi-4 Multimodal Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AnthropicClaude 4 Sonnet (Non-reasoning)Not ranked · benchmark data missing
Intelligence
16.60
Total cost
-
MicrosoftPhi-4 Multimodal InstructNot ranked · benchmark data missing
Intelligence
5.80
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.

MetricClaude 4 Sonnet (Non-reasoning)Phi-4 Multimodal InstructDifference
Intelligence (higher is better)16.65.8−65.1% Phi-4 Multimodal Inst… is 65.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)—$0.08 / $0.32
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerClaude 4 Sonnet (Non-reasoning): what beats itPhi-4 Multimodal 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/claude-4-sonnet/phi-4-multimodal · Markdown: /api/v1/compare/claude-4-sonnet/phi-4-multimodal?format=md · llms.txt · agent skill