jevland

benchmark source-backed

YC × Jev: startup search and a reranking benchmark

An independent reranking benchmark paired with a live natural-language search over Y Combinator companies. The app uses Jev for query routing and reranking after keyword and embedding retrieval.

Natural-language company search input and example queries in YC × Jev.
YC × Jev company search interface by PPRAMANIK62. Demo screenshot ↗ ·

Open demo ↗

The dataset contains 6,245 YC companies. The benchmark compares no reranking, BGE, Claude Haiku and Jev with resumable runners, a frozen candidate set and a generated results report.

source-backed — Public repository, docs or live artifact. About this label

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