Benchmarks & research

Jev and Kimi fraud detection

A fraud pipeline lets Jev classify emails quickly, then sends uncertain cases to Kimi K3.

ACTUAL RECORDING · 12 SEC · source ↗ · captured 2026-09-25

Maker-reported (not independently measured by JevMade): 100 emails classified by Jev in 1.42 seconds · 96 of 100 correct · $0.07 for the full pipeline

Source post ↗

Primitives: Not stated
Added: Sep 18, 2026

Source checked 2026-09-25 — opened the primary source directly.