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Jina Reranker
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Jina Reranker appears in 1 AI-ranked category — best position #3 for reranking model api.
GPT #3Claude #3Gemini #2Grok #3
Advanced listwise reranking model with a massive 131k context window, multimodal capabilities, and optimization for agentic workflows.
What would move Jina Reranker up
- GPT Ship and clearly expose the newest model generation in the hosted API with more independently validated quality results
- Claude Raw English-retrieval accuracy still trails Cohere and Voyage at the top end — close that gap to move up
- Gemini Optimize query latency for high-throughput, small-document use cases.
- Grok Raise general cross-domain ranking quality to close the gap with Cohere/Voyage leaders.
Top alternatives per the models: Cohere Rerank · Voyage Rerank · ZeroEntropy Reranker · Mixedbread Rerank
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology