Cohere
Private, secure, customizable AI models and solutions for enterprises.
VS
MLflow
Open Source AI Platform for Agents, LLMs & Models
Detailed comparison
Criteria
Cohere
MLflow
Pricing
Freemium
Free
Plans & pricing
Free Trial API Key: Free, Embed 4 Small (per instance): $4/mo, Rerank 3.5 Medium (per instance): $5/mo, Rerank 4 Fast Medium (per instance): $5/mo, Enterprise / Private Deployment: Custom
Free: Free
Free trial
No
No
Audience
b2b
b2b
Platforms
Web, Api
Web, Cli
API
Yes
Yes
Open Source
Proprietary
Open Source
Categories
Content Creation, information technology & services, Content
Dev & Tech, information technology & services, Apps
Popularity
Very High
Very High
Description
Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable...
MLflow is an open-source AI platform designed to manage the full lifecycle of agents, LLMs, and traditional machine learning models. It provides tools...
Pricing
Cohere
Freemium
MLflow
Free
Plans & pricing
Cohere
Free Trial API Key: Free, Embed 4 Small (per instance): $4/mo, Rerank 3.5 Medium (per instance): $5/mo, Rerank 4 Fast Medium (per instance): $5/mo, Enterprise / Private Deployment: Custom
MLflow
Free: Free
Free trial
Cohere
No
MLflow
No
Audience
Cohere
b2b
MLflow
b2b
Platforms
Cohere
Web, Api
MLflow
Web, Cli
API
Cohere
Yes
MLflow
Yes
Open Source
Cohere
Proprietary
MLflow
Open Source
Categories
Cohere
Content Creation, information technology & services, Content
MLflow
Dev & Tech, information technology & services, Apps
Popularity
Cohere
Very High
MLflow
Very High
Description
Cohere
Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable...
MLflow
MLflow is an open-source AI platform designed to manage the full lifecycle of agents, LLMs, and traditional machine learning models. It provides tools...
Features
Cohere
Compass: An intelligent search and discovery system to surface business insights
Command: A family of high-performance, scalable language models
Aya Expanse: Leading multilingual models that excel across 23 different languages
Embed: A leading multimodal search and retrieval tool
Rerank: A powerful model that provides a semantic boost to search quality
MLflow
MLflow Tracking
Model Registry
LLM Tracking and Evaluation
AI Gateway
Observability
Key differentiators
Cohere
- Enterprise-grade AI models
- Leading multilingual capabilities
- Advanced search & retrieval
MLflow
- 100% open-source, no vendor lock-in
- Manages full ML/LLM lifecycle
- Works across any cloud, framework, tool
Other comparisons
FAQ: Cohere vs MLflow
Cohere: Private, secure, customizable AI models and solutions for enterprises.. MLflow: Open Source AI Platform for Agents, LLMs & Models. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Cohere is freemium and MLflow is free.
The best choice between Cohere and MLflow 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.
Both are primarily designed for individuals. The choice depends on which specific features you need.
Cohere offers: Compass: An intelligent search and discovery system to surface business insights, Command: A family of high-performance, scalable language models, Aya Expanse: Leading multilingual models that excel across 23 different languages, Embed: A leading multimodal search and retrieval tool. MLflow offers: MLflow Tracking, Model Registry, LLM Tracking and Evaluation, AI Gateway.
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.