DeepSeek V3.1 Terminus (Non-reasoning) vs Llama 3.1 Instruct 8B

DeepSeek V3.1 Terminus (Non-reasoning) vs Llama 3.1 Instruct 8B. 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 Terminus (Non-reasoning)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)13.96.9−50.4% Llama 3.1 Instruct 8B is 50.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.43s4.50s−39.4% Llama 3.1 Instruct 8B is 39.4% faster
Price per 1M tokens (in / out)$0.27 / $1.00$0.04 / $0.07
Input modalitiesTextText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1-terminus/llama-3-1-instruct-8b · Markdown: /api/v1/compare/deepseek-v3-1-terminus/llama-3-1-instruct-8b?format=md · llms.txt · agent skill