6,622 tools, each one opened, scored and signed by a Toolio reviewer

Knime

KNIME simplifies data workflows but lacks built-in machine learning.

Checked 5 Oct 2026 Reviewed by Alex Listed since July 2024

Screenshot of Knime

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 Alex after real use

Our 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.

Questions about Knime

What is Knime used for?

Knime simplifies data workflows with a visual workflow builder, where nodes that each perform a specific data action are connected into custom processes. It blends and transforms multiple data types and offers more than 300 connectors to data sources.

How much does Knime cost?

Knime has a limited free tier, a Pro plan at $19 per month and a Team plan at $99 per month. Pricing details for large enterprises are not publicly available, which the reviewer lists as a shortcoming.

Does Knime run on Mac?

Yes. Knime runs on the web, Windows and macOS. Its K-AI assistant helps with AI tasks in workflows up to a certain limit, and the reviewer says it suits small businesses and teams needing collaboration.

Does Knime include machine learning tools?

Knime does not come with extensive machine learning libraries out of the box, which the reviewer lists as a shortcoming. It does support embedding custom scripts, and its K-AI assistant brings AI into workflow building. Advanced deployments and scaling also require manual management.

Who is Knime best for?

Toolio lists Knime as best for data scientists and analysts, and not for large enterprises with complex scaling needs. The reviewer suggests enterprises consider more specialized tools. Alex scored Knime 4.0 out of 5 on 5 Oct 2026.

COMPARE