ModelsAgree

AI ranking change · 2026-07-14

Cohere Rerank overtakes ZeroEntropy zerank-2 as ChatGPT's #1 pick

for reranking model api

ZeroEntropy zerank-2Cohere Rerank

On 2026-07-14, ChatGPT changed its #1 recommendation for best reranking model api — dropping ZeroEntropy zerank-2 from the top spot in favor of Cohere Rerank. The previous #1 had held since 2026-07-10.

Best overall balance of top-tier relevance, multilingual and semi-structured-data support, mature production API, and enterprise deployment options; near-tied with Voyage for ordinary text retrieval.ChatGPT

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