batch classification
Running classification over many rows at once instead of per-row API calls for better throughput. Every Jev Daily story on batch classification, newest first. 5 stories since September 2026.
- Matthew Berman ran Jev over 193,355 video hooks for $0
A big classification run with a headline price of nothing, and no breakdown of how the price got there.
- Shreya Shankar says per-row Jev calls are wrong for batch work
Her argument is about throughput on bulk rows, not whether the answers are any good.
- Jon Kraayenbrink tagged 479 LinkedIn saves for $0.0195
An open source tool runs Jev over your LinkedIn bookmarks and labels topic, hook and format so you can search them.
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- Rox says Jev beat GPT-5 Mini on sales reranking by 12%
Three headline numbers from one vendor's internal benchmark, with no dataset or query count attached.
- Theo. Jev is for classifying fixed data, not the demos
The loudest Jev critic says he is stuck sounding negative about a tool he likes, and Diogo Almeida agrees the demo stream oversells it.
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