GPT-5.4 (Non-reasoning) vs Inkling Small

GPT-5.4 (Non-reasoning) vs Inkling Small. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.20
Total cost
-
Thinking MachinesInkling SmallOff the frontier
Intelligence
25.70
Total cost
$241
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 (Non-reasoning)Inkling SmallDifference
Intelligence (higher is better)18.225.7+41.2% Inkling Small is 41.2% more intelligent
Total AA cost (lower is better)Not reported$240.85— not comparable
End-to-end time (lower is better)7.84s12.68s+61.7% Inkling Small is 61.7% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.30 / $1.20
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGPT-5.4 (Non-reasoning): what beats itInkling Small: 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-non-reasoning/inkling-small · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/inkling-small?format=md · llms.txt · agent skill