AI ranking change · 2026-07-10
Cohere Embed 4 overtakes Cohere Embed as Gemini's #1 pick
for embeddings model api
Cohere Embed→Cohere Embed 4
On 2026-07-10, Gemini changed its #1 recommendation for best embeddings model api — dropping Cohere Embed from the top spot in favor of Cohere Embed 4. The previous #1 had held since 2026-06-30.
“Industry-leading multilingual retrieval, native multimodal support for text and images, a 128k context window, and flexible Matryoshka dimension compression.”— Gemini
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