FULL STORY
Jev: The Classification-Only Model That Went Viral
TypeSafe's Jev, a classification-only model released September 15, went viral for processing 724 ads in 40 seconds for $0.09, and was later made free on Vercel AI Gateway.
2026-09-24 ~ 2026-09-25 · 2 episodes · 4 posts
Episode 1 · Classification Model Jev Goes Viral for Fast, Cheap AI Judgments (2026-09-24, 2 posts)
TypeSafe's classification model Jev, released on September 15, performs fast and cheap judgment tasks rather than generation. A viral demo showed it processing 724 ads from 37 brands in 40 seconds with over 8,700 classifications for just $0.09.
- Jev classifies 724 live ads from 37 brands in 40s for $0.09 in tokens — sibraan_ · 2026-09-24
- Jev, a classification-not-generation model, goes viral with 1M-view intent demos — danshipper · 2026-09-25
Episode 2 · Classifier Model Jev Goes Free on Vercel AI Gateway (2026-09-25, 2 posts)
TypeSafe AI's Jev, a new "classification-only" model for classification, scoring and routing, is up to 200x faster and 400x cheaper than LLMs on such tasks and is now free on Vercel AI Gateway with 32K context until September 2026.
- TypeSafe's Jev: A Model That Can't Write but Decides, Claiming 200x Speed and 400x Cost Savings — rseroter · 2026-09-25
- TypeSafe AI's Jev evaluation model goes free on Vercel AI Gateway — JohnPhamous · 2026-09-25