KNIME
KNIME Analytics Platform is an open-source data science platform that enables users to build and execute visual workflows for data processing, analysis, and machine le…
Our verdict
Who it's for
Open-source data analytics and machine learning platform for visual workflow creation.
Who should look elsewhere
Advanced collaboration and enterprise features require paid subscriptions
Pros
- +Free and open-source desktop version for personal use
- +Easy to learn and adopt, suitable for citizen data scientist training
- +Highly flexible and intuitive for prototyping and adapting to new data structures
- +Supports a wide range of data types and analytical complexities
- +Integrates with existing tools like Excel, JMP, Minitab, Tableau, Matlab, Python, and R
Cons
- −Advanced collaboration and enterprise features require paid subscriptions
- −Workflow runtime beyond included credits incurs additional costs
- −Full comparison of pricing features is best viewed on a larger screen, indicating potential complexity
Key features
- ✓Visual workflow builder with drag-and-drop nodes
- ✓Connect to 300+ data sources and services
- ✓Process numerical, categorical, text, image, time-series, molecule, and network data
- ✓Perform statistical analysis, machine learning, and GenAI
- ✓Interleave visual workflows with code (Python, R)
- ✓Automate workflows on schedules
- ✓Deploy workflows as data apps and REST services
- ✓Collaborate in private spaces with fine-grained permissions
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| KNIME Analytics Platform | — | month | Connect to 300+ data sources and services; Process & analyze data of any size or type; Perform analytics of any complexity |
| Pro | $19 | month | Run and automate workflows (120 credits for workflow runtime included); Deploy and share workflows as data apps (120 credits for workflow runtime included); Additional workflow runtime beyond included credits: $0.025 per vCore minute |
| Team | $99 | month | All from Pro, plus; Collaborate in private spaces (3 team members included, additional at $49/month); Centralized billing on team level |
| Business Hub | — | month | Automate running and deploy workflows, schedules, data apps and services; Collaborate in and across teams with fine granular permissions; Manage at enterprise level: LDAP, OAuth/OIDC etc. |
Integrations
Google SheetsMicrosoft 365SalesforceGoogle Drive