GPT-5.4 (Low) vs Inkling (Xhigh)

GPT-5.4 (Low) 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 (Low)Not ranked · benchmark data missing
Intelligence
27.60
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 (Low)Inkling (Xhigh)Difference
Intelligence (higher is better)27.625.0−9.4% Inkling (Xhigh) is 9.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)9.05s14.41s+59.2% Inkling (Xhigh) is 59.2% slower
Price per 1M tokens (in / out)$2.50 / $15.0$1.00 / $4.05
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGPT-5.4 (Low): 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-low/inkling · Markdown: /api/v1/compare/gpt-5-4-low/inkling?format=md · llms.txt · agent skill