GPT-6 Astra (Medium) vs Qwen3 14B (Non-reasoning)

GPT-6 Astra (Medium) vs Qwen3 14B (Non-reasoning). 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
AlibabaQwen3 14B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
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)Qwen3 14B (Non-reasoning)Difference
Intelligence (higher is better)49.66.7−86.5% Qwen3 14B (Non-reason… is 86.5% less intelligent
Total AA cost (lower is better)$2,434.12Not reported— not comparable
End-to-end time (lower is better)14.07s6.99s−50.3% Qwen3 14B (Non-reason… is 50.3% faster
Price per 1M tokens (in / out)$10.0 / $50.0$0.12 / $0.24
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6 Astra (Medium): what beats itQwen3 14B (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-astra-medium/qwen3-14b-instruct · Markdown: /api/v1/compare/gpt-6-astra-medium/qwen3-14b-instruct?format=md · llms.txt · agent skill