Jev routes first and Kimi K3 handles only 10% of emails, cutting a $300 bill to $9.42
Emails pass through Jev for confidence routing, and only the uncertain 10% escalate to Kimi K3, bringing a 10,000-email monthly bill from $300 to about $9.42, or $27.42 at a 30% escalation rate.
JEV + KIMI K3 CAN CUT A $300 AGENT BILL TO $9.42 BY ESCALATING ONLY 10% OF EMAILS a receipt, a sales pitch and a suspicious invoice shouldn’t all get the same expensive read. jev sorts first, then sends uncertain cases to k3 for a closer look. email → jev → confident: route / uncertain: kimi k3 → unresolved: human for 10,000 emails a month, the budget example gives jev $0.42 and k3 $9 with 10% escalated. each k3 review assumes 1,500 input and 300 output tokens. sending everything to the frontier model comes to $300. move escalation from 10% to 30% and the same estimate becomes $27.42. that’s the number i’d watch: the bill grows with how often jev needs a second opinion. i’d tune the threshold on a week of real emails. getting the review queue small enough to actually use, while still catching the difficult cases, is what makes this worth running.
This post quotes another post: x.com/polydao/status/2104783226833186920