Claude Sonnet 5 (Medium) vs Llama 3.1 Instruct 8B

Claude Sonnet 5 (Medium) 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.

AnthropicClaude Sonnet 5 (Medium)Off the frontier
Intelligence
28.10
Total cost
$1218
MetaLlama 3.1 Instruct 8BNot ranked · benchmark data missing
Intelligence
6.90
Total cost
-
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.

MetricClaude Sonnet 5 (Medium)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)28.16.9−75.4% Llama 3.1 Instruct 8B is 75.4% less intelligent
Total AA cost (lower is better)$1,218.17Not reported— not comparable
End-to-end time (lower is better)9.01s4.55s−49.5% Llama 3.1 Instruct 8B is 49.5% faster
Price per 1M tokens (in / out)$2.00 / $10.0$0.04 / $0.07
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude Sonnet 5 (Medium): what beats itLlama 3.1 Instruct 8B: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-5-medium/llama-3-1-instruct-8b · Markdown: /api/v1/compare/claude-sonnet-5-medium/llama-3-1-instruct-8b?format=md · llms.txt · agent skill