GPT-6 Astra (Medium) vs Ling 3.0 Flash

GPT-6 Astra (Medium) 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.

OpenAIGPT-6 Astra (Medium)Off the frontier
Intelligence
49.60
Total cost
$2434
InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
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 Astra (Medium)Ling 3.0 FlashDifference
Intelligence (higher is better)49.620.1−59.5% Ling 3.0 Flash is 59.5% less intelligent
Total AA cost (lower is better)$2,434.12Not reported— not comparable
End-to-end time (lower is better)14.07s11.78s−16.3% Ling 3.0 Flash is 16.3% faster
Price per 1M tokens (in / out)$10.0 / $50.0$0.07 / $0.22
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6 Astra (Medium): what beats itLing 3.0 Flash: 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-astra-medium/ling-3-0-flash · Markdown: /api/v1/compare/gpt-6-astra-medium/ling-3-0-flash?format=md · llms.txt · agent skill