GPT-6 Luna (Non-reasoning) vs Inkling (Xhigh)

GPT-6 Luna (Non-reasoning) 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-6 Luna (Non-reasoning)Off the frontier
Intelligence
18.50
Total cost
$19.2
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-6 Luna (Non-reasoning)Inkling (Xhigh)Difference
Intelligence (higher is better)18.525.0+35.1% Inkling (Xhigh) is 35.1% more intelligent
Total AA cost (lower is better)$19.16Not reported— not comparable
End-to-end time (lower is better)5.02s14.58s+190.4% Inkling (Xhigh) is 190.4% slower
Price per 1M tokens (in / out)$0.10 / $0.50$1.00 / $4.05
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGPT-6 Luna (Non-reasoning): 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-6-luna-non-reasoning/inkling · Markdown: /api/v1/compare/gpt-6-luna-non-reasoning/inkling?format=md · llms.txt · agent skill