Alteryx Machine Learning vs IBM Cognos Analytics

Alteryx Machine Learning9.0Visit IBM Cognos Analytics8.8Visit

Higher score Alteryx Machine Learning #2 in Ai Analytics 9.0/10 30-day trial Free trial✓ 0 of 2 features Visit Alteryx

vs

IBM Cognos Analytics #5 in Ai Analytics 8.8/10 Paid ✓ 1 of 2 features Visit IBM Cognos

• Alteryx Machine Learning fits best

  Teams focused on automated ML and forecasting

• IBM Cognos Analytics fits best

  Budget-conscious teams needing governed BI and forecasts

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Side by side

Feature	Alteryx Machine Learning 9.0/10 Visit ↗	IBM Cognos Analytics 8.8/10 Visit ↗
At a glance
Editor score	9.0	8.8
Ranking	#2 in Ai Analytics	#5 in Ai Analytics
Best for	Teams focused on automated ML and forecasting	Budget-conscious teams needing governed BI and forecasts
Pricing model	Paid	Paid
Starting price	—	$10.60/user/mo
Free plan	—	—
Free trial	30 days	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Community, Docs	Phone, Community, Docs
Integrations	4 integrations	4 integrations
Built for	Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Alteryx Machine Learning 0/2 · IBM Cognos Analytics 1/2
Natural-language queries	Not checked yet	✓ (best)
Predictive analytics	Not checked yet	Not checked yet
Specs
Data connectors	Not checked yet	Not checked yet
Deployment	Not checked yet	Hybrid
Data refresh	Not checked yet	Not checked yet
Export formats	Not checked yet	Not checked yet
Our review
Pros	Automates model training, feature engineering, and model ranking Configurable time-series forecasts include prediction intervals Connects with Alteryx Designer, Alteryx One, Plans, and Python	AI Assistant supports natural-language data exploration Centralized governance and access controls Cloud and self-hosted deployment options
Cons	No free plan; the product is offered through paid editions Professional and Enterprise editions require a sales contact for pricing Narrower scope than broad analytics lifecycle platforms	No free plan Predictive feature set is narrower than leading alternatives Premium costs more than Standard
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 automated machine learning, feature engineering, model… Read the review →	IBM Cognos Analytics brings business reporting, dashboards, self-service data modeling and predictive forecasting into a governed BI platform. Its AI Assistant supports natural-language data exploration, while centralized access controls… Read the review →

Strengths and trade-offs

• Alteryx Machine Learning — where it wins

  • Automates model training, feature engineering, and model ranking
  • Configurable time-series forecasts include prediction intervals
  • Connects with Alteryx Designer, Alteryx One, Plans, and Python

  Where it doesn't

  • No free plan; the product is offered through paid editions
  • Professional and Enterprise editions require a sales contact for pricing
  • Narrower scope than broad analytics lifecycle platforms

• IBM Cognos Analytics — where it wins

  • AI Assistant supports natural-language data exploration
  • Centralized governance and access controls
  • Cloud and self-hosted deployment options

  Where it doesn't

  • No free plan
  • Predictive feature set is narrower than leading alternatives
  • Premium costs more than Standard

• Alteryx Machine Learning9.0/10 · 30-day trial

  A focused AutoML workspace for forecasting, model evaluation, and governed prediction workflows.

  Visit AlteryxFull verdict →
• IBM Cognos Analytics8.8/10 · Paid

  Governed reporting and forecasting with cloud or self-hosted deployment.

  Visit IBM CognosFull verdict →