Claude Sonnet 4.6 (Max) vs Llama 3 Instruct 8B

Claude Sonnet 4.6 (Max) vs Llama 3 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 4.6 (Max)Off the frontier
Intelligence
30.10
Total cost
$4925
MetaLlama 3 Instruct 8BNot ranked · benchmark data missing
Intelligence
4.80
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 4.6 (Max)Llama 3 Instruct 8BDifference
Intelligence (higher is better)30.14.8−84.1% Llama 3 Instruct 8B is 84.1% less intelligent
Total AA cost (lower is better)$4,924.80Not reported— not comparable
End-to-end time (lower is better)101.20sNot reported— not comparable
Price per 1M tokens (in / out)$3.00 / $15.0$0.04 / $0.14
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude Sonnet 4.6 (Max): what beats itLlama 3 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-4-6-adaptive/llama-3-instruct-8b · Markdown: /api/v1/compare/claude-sonnet-4-6-adaptive/llama-3-instruct-8b?format=md · llms.txt · agent skill