DeepSeek V3.1 (Reasoning) vs GPT-6 Luna (Xhigh)

DeepSeek V3.1 (Reasoning) vs GPT-6 Luna (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3.1 (Reasoning)Not ranked · benchmark data missing
Intelligence
13.50
Total cost
-
OpenAIGPT-6 Luna (Xhigh)On the frontier
Intelligence
34.60
Total cost
$66.8
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 (Reasoning)GPT-6 Luna (Xhigh)Difference
Intelligence (higher is better)13.534.6+156.3% GPT-6 Luna (Xhigh) is 2.6× more intelligent
Total AA cost (lower is better)Not reported$66.81— not comparable
End-to-end time (lower is better)22.54s23.90s+6.0% GPT-6 Luna (Xhigh) is 6.0% slower
Price per 1M tokens (in / out)$0.58 / $1.68$0.10 / $0.50
Input modalitiesTextText, Image
Open this matchup in the interactive pickerDeepSeek V3.1 (Reasoning): what beats itGPT-6 Luna (Xhigh): what beats it
Matchup

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