Cohere / cohere.com
Enterprise-focused LLM API specialising in text generation, embedding, and retrieval for business applications with strong data privacy options.
Free plan
Yes
API access
Yes
Open source
No
Platforms
2
Cohere is an enterprise AI company that positions itself differently from the consumer-facing AI assistants. Founded in 2019 by former Google Brain researchers including Aidan Gomez, one of the original co-authors of the influential 'Attention is All You Need' transformer paper, Cohere focuses specifically on building AI infrastructure for enterprise applications rather than consumer products.
The core offerings are Command R and Command R+ for text generation, Embed for creating text embeddings for semantic search and retrieval applications, and Rerank for improving search quality. This combination covers the primary building blocks that enterprise teams need to build RAG (Retrieval-Augmented Generation) pipelines and other AI-powered business applications.
Cohere's differentiating positioning is in data privacy and deployment flexibility. Unlike OpenAI and Anthropic, which primarily offer cloud-hosted APIs, Cohere provides options for private cloud deployment and on-premise installation. This addresses the data sovereignty concerns of regulated industries and government customers who cannot route sensitive data through third-party cloud infrastructure.
North, Cohere's enterprise AI platform, provides a complete interface for building and deploying AI applications on top of Cohere's models, including connectors to enterprise data sources, retrieval capabilities, and workflow automation. This moves Cohere beyond a raw API into a more complete enterprise AI solution.
Cohere runs as llm platform software built around text and code workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api, with API access for teams that want to embed it into their own products.
The capabilities that matter most for teams evaluating Cohere.
Advanced text generation model for complex enterprise tasks including multi-step reasoning, tool use, and long-context processing.
Text embedding model for creating vector representations used in semantic search, clustering, and RAG retrieval.
Improves search result relevance by reranking candidate documents for better RAG pipeline quality.
Free trial with limited API credits. Production pricing usage-based: Command R+ at $2.50/million input tokens and $10/million output tokens. Embed and Rerank at separate per-use pricing. Enterprise custom pricing.
Model
Usage-based
Starting price
Free
Free trial
No
OpenAI and Anthropic APIs are stronger for general text generation with larger communities. Together AI and Groq are better for open source model inference. Mistral AI is a competitor with strong European data residency.
A side-by-side look at the closest alternative in this category.
Key facts about model providers, platforms, and team support.
Model Provider
Cohere
Models
Command R+, Command R, Embed v3, Rerank v3
Platforms
Web, API
Deployment
SaaS, API, Private cloud, Self-hosted
Integrations
AWS, Azure, GCP, Private cloud deployments
Team Collaboration
No
Launch Year
2019
Compliance signals and data-handling notes as reported by the vendor.
Private cloud and on-premise deployment options for regulated industries. SOC 2 Type II certified. GDPR compliant. Enterprise includes data handling agreements.
Editorial Verdict
Cohere is the best choice for enterprise teams in regulated industries that need private cloud or on-premise deployment, and for developers building search-intensive RAG applications where Embed and Rerank quality matters.
Last verified July 24, 2026.
For developers building search-intensive applications, Cohere's Embed and Rerank models are frequently cited in technical evaluations as among the best available for semantic search quality. The Rerank model in particular has become popular for improving the relevance of search results in RAG pipelines.
Free trial with limited API credits. Production pricing usage-based: Command R+ at $2.50/million input tokens and $10/million output tokens. Embed and Rerank at separate per-use pricing. Enterprise custom pricing.
Free $5 in trial credits for new accounts. Usage-based per token: GPT-4o at $2.50/million input tokens, $10/million output tokens. o1 at $15/million input tokens. Realtime API at $5/million audio tokens. Enterprise volume discounts.
Private cloud and on-premise deployment options for regulated industries. SOC 2 Type II certified. GDPR compliant. Enterprise includes data handling agreements.
Enterprise API includes data handling agreements, no model training on data by default, and SOC 2 Type II certification. Standard API users: review data handling policy.
Private cloud and on-premise deployment eliminate third-party data exposure. SOC 2 and GDPR compliant. Cohere does not train on enterprise API data. Enterprise includes data processing agreements.
Default API users: review OpenAI's data handling policy. Enterprise API: data not used for model training, with data handling agreements. Zero Data Retention option available for sensitive use cases.
Private cloud and on-premise deployment eliminate third-party data exposure. SOC 2 and GDPR compliant. Cohere does not train on enterprise API data. Enterprise includes data processing agreements.
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