GPT-5.4 (Non-reasoning) vs Ling-1T

GPT-5.4 (Non-reasoning) vs Ling-1T. 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
-
InclusionAILing-1TNot ranked · benchmark data missing
Intelligence
9.20
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.

MetricGPT-5.4 (Non-reasoning)Ling-1TDifference
Intelligence (higher is better)18.29.2−49.5% Ling-1T is 49.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.84sNot reported— not comparable
Price per 1M tokens (in / out)$2.50 / $15.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Non-reasoning): what beats itLing-1T: 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/ling-1t · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/ling-1t?format=md · llms.txt · agent skill