GPT-5.4 mini (Medium) vs Inkling (Xhigh)

GPT-5.4 mini (Medium) vs Inkling (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 mini (Medium)Not ranked · benchmark data missing
Intelligence
19.70
Total cost
-
Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
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.

MetricGPT-5.4 mini (Medium)Inkling (Xhigh)Difference
Intelligence (higher is better)19.725.0+26.9% Inkling (Xhigh) is 26.9% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.21s13.75s+121.4% Inkling (Xhigh) is 121.4% slower
Price per 1M tokens (in / out)$0.75 / $4.50$1.00 / $4.05
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGPT-5.4 mini (Medium): what beats itInkling (Xhigh): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/inkling · Markdown: /api/v1/compare/gpt-5-4-mini-medium/inkling?format=md · llms.txt · agent skill