DeepSeek V3.1 (Non-reasoning) vs GPT-6 Sol (Low)

DeepSeek V3.1 (Non-reasoning) vs GPT-6 Sol (Low). 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.70
Total cost
-
OpenAIGPT-6 Sol (Low)Off the frontier
Intelligence
34.20
Total cost
$269
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-6 Sol (Low)Difference
Intelligence (higher is better)13.734.2+149.6% GPT-6 Sol (Low) is 2.5× more intelligent
Total AA cost (lower is better)Not reported$268.73— not comparable
End-to-end time (lower is better)6.51s6.10s−6.3% GPT-6 Sol (Low) is 6.3% faster
Price per 1M tokens (in / out)$0.56 / $1.68$2.00 / $10.0
Input modalitiesTextText, Image
Open this matchup in the interactive pickerDeepSeek V3.1 (Non-reasoning): what beats itGPT-6 Sol (Low): 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/gpt-6-sol-low · Markdown: /api/v1/compare/deepseek-v3-1/gpt-6-sol-low?format=md · llms.txt · agent skill