Cohere Compass vs. Cohere Rerank Comparison


Cohere Compass Cohere AI	Cohere Rerank Cohere	+	+
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About Cohere Compass is an intelligent enterprise search and discovery system that connects agents and models to business data, giving AI applications the context they need through powerful search and retrieval. It uses advanced extraction processes and AI-powered indexing to surface relevant information from enterprise documents with high accuracy. Compass is multimodal, multilingual, and format-agnostic, allowing it to understand images, slides, spreadsheets, PDFs, DOCX files, XLSX files, and other document types. It can connect to existing data sources or accept local document uploads, then automatically process, index, and manage that information without requiring teams to host or scale their own vector database. It is built on Cohere’s Embed and Rerank retrieval models and can support AI agents, retrieval-augmented generation applications, and unified enterprise knowledge search.	About Cohere Rerank is a powerful semantic search tool that refines enterprise search and retrieval by precisely ranking results. It processes a query and a list of documents, ordering them from most to least semantically relevant, and assigns a relevance score between 0 and 1 to each document. This ensures that only the most pertinent documents are passed into your RAG pipeline and agentic workflows, reducing token use, minimizing latency, and boosting accuracy. The latest model, Rerank v3.5, supports English and multilingual documents, as well as semi-structured data like JSON, with a context length of 4096 tokens. Long documents are automatically chunked, and the highest relevance score among chunks is used for ranking. Rerank can be integrated into existing keyword or semantic search systems with minimal code changes, enhancing the relevance of search results. It is accessible via Cohere's API and is compatible with various platforms, including Amazon Bedrock and SageMaker.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI teams, and enterprises seeking to connect agents and applications to internal data through secure, scalable search and retrieval	Audience Enterprise developers and data scientists interested in a tool to enhance the accuracy and efficiency of their search and retrieval systems by integrating advanced semantic ranking capabilities
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information Cohere AI Founded: 2019 Canada cohere.com/compass	Company Information Cohere Founded: 2019 Canada cohere.com/rerank
Alternatives No Alternatives	Alternatives Pinecone Rerank v0 Pinecone
	Jina Reranker Jina
	RankGPT Weiwei Sun
	Asimov
View All	Ragie View All
Categories Retrieval-Augmented Generation (RAG) Supported	Categories Reranking Models Supported

Integrations Slack Supported Amazon Bedrock Not Supported Cohere Not Supported GitHub Supported Gmail Supported Google Docs Not Supported Google Drive Supported Google Sheets Not Supported Google Slides Not Supported JSON Not Supported Jira Supported Linear Supported Microsoft Excel Not Supported Microsoft Exchange Supported Microsoft OneDrive Supported Microsoft Outlook Supported Microsoft SharePoint Supported Model Context Protocol (MCP) Supported Notion Supported Salesforce Supported Show More Integrations View All 13 Integrations	Integrations Slack Supported Amazon Bedrock Supported Cohere Supported GitHub Not Supported Gmail Not Supported Google Docs Supported Google Drive Not Supported Google Sheets Supported Google Slides Supported JSON Supported Jira Not Supported Linear Not Supported Microsoft Excel Supported Microsoft Exchange Not Supported Microsoft OneDrive Not Supported Microsoft Outlook Not Supported Microsoft SharePoint Not Supported Model Context Protocol (MCP) Not Supported Notion Not Supported Salesforce Not Supported Show More Integrations View All 9 Integrations
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