Amazon SageMaker Canvas vs Alteryx Machine Learning

Amazon SageMaker Canvas9.0Visit Alteryx Machine Learning8.7Visit

Higher score Amazon SageMaker Canvas #4 in Predictive Analytics Software 9.0/10 Paid ✓ 5 of 5 features Visit site

vs

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

• Amazon SageMaker Canvas fits best

  AWS-centric no-code predictive modeling

• Alteryx Machine Learning fits best

  Alteryx users needing guided AutoML

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Side by side

Feature	Amazon SageMaker Canvas 9.0/10 Visit ↗	Alteryx Machine Learning 8.7/10 Visit ↗
At a glance
Editor score	9.0	8.7
Ranking	#4 in Predictive Analytics Software	#8 in Predictive Analytics Software
Best for	AWS-centric no-code predictive modeling	Alteryx users needing guided AutoML
Pricing model	Paid	Paid
Starting price	$1.90/unit usage-based	—
Free plan	—	—
Free trial	—	30 days
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Tickets, Community, Docs	Community, Docs
Compliance	SOC 2, ISO 27001, PCI DSS	SOC 2, ISO 27001, HIPAA
Integrations	50+ integrations	4 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Amazon SageMaker Canvas 5/5 · Alteryx Machine Learning 5/5
Forecasting workflows	✓	✓
Model evaluation	✓	✓
Automated machine learning	✓	✓
Time-series modeling	✓	✓
API access	✓	✓
Specs
Deployment mode	Batch_and_real-time	Batch
Data connectors	50	Not checked yet
Our review
Pros	Automates model building, evaluation, forecasting, and candidate comparison Supports batch predictions, scheduled runs, and real-time endpoints Connects with AWS services plus Snowflake, Databricks, and Salesforce Data Cloud	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
Cons	Usage-based pricing can be harder to forecast than fixed plans Additional charges apply for processing, training, inference, and AWS services Designed around AWS, which may limit fit for non-AWS-centric teams	Paid product with no free plan Professional and Enterprise pricing requires sales contact Best fit depends on the Alteryx ecosystem
Our verdict	Amazon SageMaker Canvas is a managed visual machine-learning application for business analysts and other users who need to build predictive models without writing code. It combines visual data preparation, automated model building,… Read the review →	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 →

Strengths and trade-offs

• Amazon SageMaker Canvas — where it wins

  • Automates model building, evaluation, forecasting, and candidate comparison
  • Supports batch predictions, scheduled runs, and real-time endpoints
  • Connects with AWS services plus Snowflake, Databricks, and Salesforce Data Cloud

  Where it doesn't

  • Usage-based pricing can be harder to forecast than fixed plans
  • Additional charges apply for processing, training, inference, and AWS services
  • Designed around AWS, which may limit fit for non-AWS-centric teams

• 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

• Amazon SageMaker Canvas9.0/10 · Paid

  A capable no-code predictive modeling workspace for AWS-centered teams.

  Visit siteFull verdict →
• Alteryx Machine Learning8.7/10 · 30-day trial

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

  Visit AlteryxFull verdict →