Claude 4.5 Sonnet (Non-reasoning) vs Llama 3.1 Instruct 8B

Claude 4.5 Sonnet (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.

AnthropicClaude 4.5 Sonnet (Non-reasoning)Not ranked · benchmark data missing
Intelligence
19.30
Total cost
-
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 4.5 Sonnet (Non-reasoning)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)19.36.9−64.2% Llama 3.1 Instruct 8B is 64.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)12.51s4.50s−64.0% Llama 3.1 Instruct 8B is 64.0% faster
Price per 1M tokens (in / out)$3.00 / $15.0$0.04 / $0.07
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude 4.5 Sonnet (Non-reasoning): 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-4-5-sonnet/llama-3-1-instruct-8b · Markdown: /api/v1/compare/claude-4-5-sonnet/llama-3-1-instruct-8b?format=md · llms.txt · agent skill