Comparisons
RAG vs Long-Context Windows: Which Strategy to Choose in 2026?
A technical decision matrix comparing vector-based RAG architectures with 1M-2M token massive context windows for enterprise data retrieval.
3 min
Context Window Expansion vs Vector Retrieval
Long-context windows (1M+ tokens) are ideal for single-file deep analysis or full codebase reviews. Vector RAG remains irreplaceable for searching millions of enterprise documents cost-effectively.