
Enterprise AI: Private, Secure, Customizable.

Natively multimodal embeddings for text, images, video, audio, and documents.
Cohere is significantly more popular in terms of media coverage and engagement.
Cohere is more geared toward b2b users, while Gemini Embedding 2 targets B2B.
Cohere offers an API for integration into your workflows.
Cohere: Enterprise AI: Private, Secure, Customizable.. Gemini Embedding 2: Natively multimodal embeddings for text, images, video, audio, and documents.. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Cohere is freemium and Gemini Embedding 2 is freemium.
The best choice between Cohere and Gemini Embedding 2 depends on your specific needs. Compare their features, pricing, and target audience on this page to find the tool that best fits your use case.
Cohere is primarily designed for individuals, while Gemini Embedding 2 is built for businesses and professionals.
Cohere offers: Compass: An intelligent search and discovery system to surface business insights, Command: A family of high-performance, scalable language models, Aya: A family of multilingual research models covering 70+ languages, Embed: A leading multimodal search and retrieval tool. Gemini Embedding 2 offers: Natively multimodal: processes text, images, video, audio, and documents., Unified embedding space for cross-modal retrieval and RAG., Supports adjustable output dimensions via Matryoshka Representation Learning (MRL)., Optimizes embeddings with custom task instructions..
Based on our data, Cohere currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.
Cohere offers a free trial, but Gemini Embedding 2 does not.
Cohere is open source, while Gemini Embedding 2 is proprietary. Open source tools offer more transparency and customization options.
Cohere offers 20 integrations (elasticsearch, mongodb, redis, vespa, chroma...) compared to 0 for Gemini Embedding 2.