Phi-4 Multimodal Instruct vs Qwen3.8 27B (Xhigh)

Phi-4 Multimodal Instruct vs Qwen3.8 27B (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MicrosoftPhi-4 Multimodal InstructNot ranked · benchmark data missing
Intelligence
5.80
Total cost
-
AlibabaQwen3.8 27B (Xhigh)Off the frontier
Intelligence
33.70
Total cost
$1336
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-4 Multimodal InstructQwen3.8 27B (Xhigh)Difference
Intelligence (higher is better)5.833.7+481.0% Qwen3.8 27B (Xhigh) is 5.8× more intelligent
Total AA cost (lower is better)Not reported$1,336.09— not comparable
End-to-end time (lower is better)Not reported60.11s— not comparable
Price per 1M tokens (in / out)$0.08 / $0.32$0.50 / $3.00
Input modalitiesText, Image, SpeechText, Image, Video
Open this matchup in the interactive pickerPhi-4 Multimodal Instruct: what beats itQwen3.8 27B (Xhigh): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/phi-4-multimodal/qwen3-8-27b · Markdown: /api/v1/compare/phi-4-multimodal/qwen3-8-27b?format=md · llms.txt · agent skill