Reranker Leaderboard - Agentset

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Selection Guide

Choosing the right reranker

For Maximum Accuracy

Choose top-performing models like

Zerank 2

or

Voyage Rerank 2.5. These models deliver the highest accuracy scores and are ideal for production applications where answer quality is paramount.

Best for:

  • Customer-facing chatbots
  • High-stakes decision support
  • Complex technical documentation

For Self-Hosting

Open-source models like

Jina Reranker v2

and bge-reranker-v2-m3 offer excellent performance with full control over deployment. These models can be hosted on your infrastructure, ensuring data privacy and cost control.

Best for:

  • Data privacy requirements
  • High-volume applications
  • Custom fine-tuning needs

For Low Latency

Voyage Rerank 2.5

and

Cohere Rerank 3.5

offer the fastest response times at around 595-603ms average latency, making them ideal when response time is critical for your use case.

Best for:

  • Real-time chat applications
  • Mobile applications
  • High-concurrency scenarios

For Multilingual Support

Zerank 2

and

Voyage Rerank 2.5

excel at cross-lingual reranking, handling queries and documents in multiple languages. Check individual model pages for specific language support details.

Best for:

  • International applications
  • Multilingual documentation
  • Cross-language search