Agentic RAG costs 2.5x classic RAG: the 2026 routing decision
Agentic RAG makes multiple retrieval and reasoning passes, costing about 2.5x a single-pass classic RAG. A 2026 baseline study shows a lightweight query router recovering most accuracy at 28.1% token savings. When each
Manu Shukla