Knime
KNIME simplifies data workflows but lacks built-in machine learning.
At a glance
Starts at
$19 per month
Price as published by the vendor, September 2026.
Free tier
Yes, limited
Platforms
Web, Windows, macOS
Best for
Data scientists, analysts
Not for
Large enterprises with complex scaling needs
4.0 out of 5
Scored by a Toolio reviewer after real useOur verdict
KNIME makes complex analytics easy with a visual workflow builder. Best for small businesses and teams needing collaboration. Enterprises should consider more specialized tools.
✓What it does well
Visual Workflow BuilderConnect nodes to create custom data processes easily.
300+ ConnectorsAccess any type of data source quickly and efficiently.
K-AI AssistantGet assistance with AI tasks, up to a certain limit.
✕Where it falls short
Limited ML LibrariesDoes not come with extensive machine learning libraries out of the box.
Manual Workflow ManagementRequires manual management for advanced deployments and scaling.
Enterprise Pricing UnclearPricing details for large enterprises are not publicly available.
Key features
Node-Based WorkflowsNodes perform specific data actions that can be connected.
Data IntegrationBlends and transforms multiple data types from various sources.
AI CollaborationIncorporates AI through K-AI assistant for workflow assistance.
Custom Code IntegrationSupport for embedding custom scripts.