Inkling (xhigh) vs Phi-4 Multimodal Instruct

Inkling (xhigh) 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.

Thinking MachinesInkling (xhigh)Off the frontier
Intelligence
42.30
Total cost
$698
MicrosoftPhi-4 Multimodal InstructNot ranked · benchmark data missing
Intelligence
4.20
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.

MetricInkling (xhigh)Phi-4 Multimodal InstructDifference
Intelligence (higher is better)42.34.2−90.1% Phi-4 Multimodal Inst… is 90.1% less intelligent
Total AA cost (lower is better)$698.28Not reported— not comparable
End-to-end time (lower is better)33.09s29.29s−11.5% Phi-4 Multimodal Inst… is 11.5% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.00 / $0.00
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerInkling (xhigh): what beats itPhi-4 Multimodal Instruct: what beats it
Matchup

Compare something else

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