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Mixedbread Rerank
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Mixedbread Rerank appears in 1 AI-ranked category — best position #5 for reranking model api.
GPT #5Claude #5Gemini —Grok —
Strong open-model reputation, practical developer pricing, good quality for classic cross-encoder reranking, and attractive self-hosting/API flexibility
What would move Mixedbread Rerank up
- GPT Improve hosted API maturity, documentation, uptime signals, and enterprise features to compete with Cohere, Voyage, and Jina
- Claude Ship a clearly benchmark-leading flagship model — it's consistently good but rarely the top score, which caps its rank
Top alternatives per the models: Cohere Rerank · Voyage Rerank · Jina Reranker · ZeroEntropy Reranker
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology