FINDING
34,302 to 10,100 tokens for the same query
Total tokens for the same query in one production path of our eCommerce agent, after we redesigned the workflow around normalized product contracts and minimal output schemas. Latency fell from 28.16 s to 6.76 s.
34,302 → 10,100 tokens
From: Reducing LLM Cost and Latency in Production AI Agents: A Case Study (Lab, 4 Mar 2026)