DeepSeek V4 Pro 0424 (Non-reasoning) vs Llama 3.1 Instruct 70B

DeepSeek V4 Pro 0424 (Non-reasoning) vs Llama 3.1 Instruct 70B. 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 V4 Pro 0424 (Non-reasoning)Llama 3.1 Instruct 70BDifference
Intelligence (higher is better)20.86.6−68.3% Llama 3.1 Instruct 70B is 68.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.40s14.53s+127.0% Llama 3.1 Instruct 70B is 127.0% slower
Price per 1M tokens (in / out)$0.43 / $0.87$0.56 / $0.56
Input modalitiesTextText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/llama-3-1-instruct-70b · Markdown: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/llama-3-1-instruct-70b?format=md · llms.txt · agent skill