GPT-5 Codex (high) vs Ling-3.0-flash

GPT-5 Codex (high) vs Ling-3.0-flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 Codex (high)Ling-3.0-flashDifference
Intelligence (higher is better)37.037.8+2.2% Ling-3.0-flash is 2.2% more intelligent
Total AA cost (lower is better)Not reported$72.70— not comparable
End-to-end time (lower is better)Not reported9.48s— not comparable
Price per 1M tokens (in / out)$1.25 / $10.0$0.07 / $0.22
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-codex/ling-3-0-flash · Markdown: /api/v1/compare/gpt-5-codex/ling-3-0-flash?format=md · llms.txt · agent skill