AI ranking change · 2026-07-12
Cohere Embed overtakes Cohere Embed 4 as Gemini's #1 pick
for embeddings model api
Cohere Embed 4→Cohere Embed
On 2026-07-12, Gemini changed its #1 recommendation for best embeddings model api — dropping Cohere Embed 4 from the top spot in favor of Cohere Embed. The previous #1 had held since 2026-07-10.
“Offers 128k context, native multimodal (text and image) embedding capabilities, Matryoshka dynamic compression (256 to 1536 dimensions), and search-specific input types optimized for enterprise RAG pipelines.”— Gemini
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