Alteryx Machine Learning vs KNIME Analytics Platform

Alteryx Machine Learning8.7Visit KNIME Analytics Platform8.4Visit

Higher score Alteryx Machine Learning #8 in Predictive Analytics Software 8.7/10 30-day trial Free trial✓ 5 of 5 features Visit Alteryx

vs

KNIME Analytics Platform #11 in Predictive Analytics Software 8.4/10 Free plan Free plan✓ 4 of 5 features Visit KNIME

• Alteryx Machine Learning fits best

  Alteryx users needing guided AutoML

• KNIME Analytics Platform fits best

  Free visual analytics with broad connectivity

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature	Alteryx Machine Learning 8.7/10 Visit ↗	KNIME Analytics Platform 8.4/10 Visit ↗
At a glance
Editor score	8.7	8.4
Ranking	#8 in Predictive Analytics Software	#11 in Predictive Analytics Software
Best for	Alteryx users needing guided AutoML	Free visual analytics with broad connectivity
Pricing model	Paid	Free
Starting price	—	Free
Free plan	—	✓ (best)
Free trial	30 days	—
Deployment	Cloud	Desktop, Self-hosted, Cloud
Platforms	Web	Windows, macOS, Linux
Support	Community, Docs	Community, Docs
Integrations	4 integrations	300+ integrations
Built for	Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features Alteryx Machine Learning 5/5 · KNIME Analytics Platform 4/5
Forecasting workflows	✓	✓
Model evaluation	✓	✓
Automated machine learning	✓ (best)	—
Time-series modeling	✓	✓
API access	✓	✓
Specs
Deployment mode	Batch	Batch_and_real-time
Data connectors	Not checked yet	300
Our review
Pros	Automates feature engineering, model training, and model comparison Supports forecasting, prediction intervals, and configurable horizons Exports models as Python code and integrates with Alteryx Designer	Free, open-source desktop platform across Windows, macOS, and Linux 300+ connectors plus Python, R, cloud, warehouse, and BI integrations Visual forecasting, reusable workflows, scripting, and API deployment
Cons	Paid product with no free plan Professional and Enterprise pricing requires sales contact Best fit depends on the Alteryx ecosystem	Automated machine learning is not part of the platform's listed capabilities Real-time REST deployment requires KNIME Hub or Server Desktop workflow execution is local rather than hosted by default
Our verdict	Alteryx Machine Learning is a cloud-based application for business analysts, data scientists, and organizations building predictive models from uploaded or Alteryx One data. Its guided workflow covers automated machine learning, feature… Read the review →	KNIME Analytics Platform is a free, open-source desktop application for data access, preparation, analysis, modeling, and visualization. It suits data analysts, data scientists, business users, and teams that need repeatable predictive… Read the review →

Strengths and trade-offs

• Alteryx Machine Learning — where it wins

  • Automates feature engineering, model training, and model comparison
  • Supports forecasting, prediction intervals, and configurable horizons
  • Exports models as Python code and integrates with Alteryx Designer

  Where it doesn't

  • Paid product with no free plan
  • Professional and Enterprise pricing requires sales contact
  • Best fit depends on the Alteryx ecosystem

• KNIME Analytics Platform — where it wins

  • Free, open-source desktop platform across Windows, macOS, and Linux
  • 300+ connectors plus Python, R, cloud, warehouse, and BI integrations
  • Visual forecasting, reusable workflows, scripting, and API deployment

  Where it doesn't

  • Automated machine learning is not part of the platform's listed capabilities
  • Real-time REST deployment requires KNIME Hub or Server
  • Desktop workflow execution is local rather than hosted by default

• Alteryx Machine Learning8.7/10 · 30-day trial

  A focused AutoML choice for teams working in the Alteryx ecosystem.

  Visit AlteryxFull verdict →
• KNIME Analytics Platform8.4/10 · Free plan

  A free, connected platform for visual predictive workflows, forecasting, and repeatable analytics.

  Visit KNIMEFull verdict →