
Comparisons
Head-to-head comparisons and alternatives, including where the other option wins.
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When RAG Beats Fine-Tuning, and When Neither Should Come First
Choose RAG for current, citable data and fine-tuning for task behaviour. Use a 200,000-token test to identify when neither comes first.
Oct 2, 2026






