DeepSeek V3.1 (Non-reasoning) vs GPT-5.6 Luna (Low)

DeepSeek V3.1 (Non-reasoning) vs GPT-5.6 Luna (Low). 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.

MetricDeepSeek V3.1 (Non-reasoning)GPT-5.6 Luna (Low)Difference
Intelligence (higher is better)13.721.0+53.3% GPT-5.6 Luna (Low) is 53.3% more intelligent
Total AA cost (lower is better)Not reported$27.02— not comparable
End-to-end time (lower is better)6.45s5.68s−11.9% GPT-5.6 Luna (Low) is 11.9% faster
Price per 1M tokens (in / out)$0.56 / $1.68$0.20 / $1.20
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/gpt-5-6-luna-low · Markdown: /api/v1/compare/deepseek-v3-1/gpt-5-6-luna-low?format=md · llms.txt · agent skill