Voyage AIVoyage Rerank 1

rerank-1

Rerank 1 expanded Voyage's first reranking generation with a larger general-purpose model. It also targets multilingual retrieval.

Model design

The release evaluates 37 domain datasets and 50 multilingual datasets.rerank-1 general-purpose and multilingual retrieval

Practical use

Practical guidance. When maintaining this release, record how many first-stage candidates enter reranking. A change in candidate retrieval can alter final results even if the reranker remains unchanged. Review both stages when comparing old and new search behavior.

Specifications & access

rerank-1 specifications
DetailValue and conditions
Launch date
AccessAPI
API limits8,000 tokens per pair; 2,000 per queryVoyage AI reranking API and earlier models
AccessEarlier Voyage API catalogVoyage AI reranking API and earlier models

Related models

  • rerank-2

    Voyage AI · Voyage Rerank 2

    Second-generation reranker with a 16,000-token pair limit.

    Launch date API
  • rerank-lite-1

    Voyage AI · Voyage Rerank 1

    First lightweight Voyage reranker for retrieved document sets.

    Launch date API