RAG vs Long Context: A Practical Comparison

By C.W. Jameson · Published 10 December 2025 · Last reviewed 10 December 2025

The right answer depends on three variables: update frequency, query specificity, and document density. Here is the decision matrix.

When to use retrieval-augmented generation and when to just extend the context window. A cost and accuracy analysis.