DataRobot vs Amazon SageMaker Autopilot

DataRobot9.1Visit Amazon SageMaker Autopilot8.8Visit

Higher score DataRobot #2 in AutoML Software 9.1/10 Pricing on request · 30-day trial Free trial✓ 0 of 3 features Visit DataRobot

vs

Amazon SageMaker Autopilot #5 in AutoML Software 8.8/10 Paid ✓ 3 of 3 features Visit AWS

• DataRobot fits best

  Teams wanting focused enterprise AutoML

• Amazon SageMaker Autopilot fits best

  AWS users needing managed AutoML execution

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Side by side

Feature	DataRobot 9.1/10 Visit ↗	Amazon SageMaker Autopilot 8.8/10 Visit ↗
At a glance
Editor score	9.1	8.8
Ranking	#2 in AutoML Software	#5 in AutoML Software
Best for	Teams wanting focused enterprise AutoML	AWS users needing managed AutoML execution
Pricing model	Paid	Paid
Starting price	Pricing on request · 30-day trial	—
Free plan	Not checked yet	—
Free trial	30 days	—
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web	Web
Support	Email, Tickets, Community, Docs	Docs, Live chat, Email, Phone, Tickets
Compliance	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML, 2FA	ISO 27001
Built for	Enterprise	Small business, Mid-market, Enterprise
Features DataRobot 0/3 · Amazon SageMaker Autopilot 3/3
Feature engineering	Not checked yet	✓ (best)
Automated model selection	Not checked yet	✓ (best)
Model explainability	Not checked yet	✓ (best)
Specs
Deployment options	Not checked yet	Real_time
Workflow interface	Not checked yet	Both
Hosting model	Not checked yet	Vendor_cloud
Our review
Pros	Automates model selection with blueprints, evaluation, and leaderboards Supports time-series forecasting, multiseries modeling, and backtesting Covers batch and real-time deployment with monitoring and governance	Automates preparation, feature engineering, selection, tuning, and evaluation Generates rankings, explainability reports, and notebooks for candidate models Deploys trained models through real-time API endpoints
Cons	Paid pricing requires contacting sales The self-service trial provides batch-prediction access Paid deployment capabilities may vary by subscription	No perpetual free plan Documented access is limited to AWS web, API, and SDK workflows Usage-based pricing can require planning for consistent workloads
Our verdict	DataRobot is an enterprise AI platform for developing, delivering, and governing predictive, generative, and agentic AI solutions. Its AutoML capabilities cover classification, regression, anomaly detection, clustering, and time-series… Read the review →	Amazon SageMaker Autopilot is an AutoML capability within Amazon SageMaker AI for data scientists, developers, analysts, and organizations building machine-learning models on AWS. It automates data analysis, preprocessing, missing-value… Read the review →

Strengths and trade-offs

• DataRobot — where it wins

  • Automates model selection with blueprints, evaluation, and leaderboards
  • Supports time-series forecasting, multiseries modeling, and backtesting
  • Covers batch and real-time deployment with monitoring and governance

  Where it doesn't

  • Paid pricing requires contacting sales
  • The self-service trial provides batch-prediction access
  • Paid deployment capabilities may vary by subscription

• Amazon SageMaker Autopilot — where it wins

  • Automates preparation, feature engineering, selection, tuning, and evaluation
  • Generates rankings, explainability reports, and notebooks for candidate models
  • Deploys trained models through real-time API endpoints

  Where it doesn't

  • No perpetual free plan
  • Documented access is limited to AWS web, API, and SDK workflows
  • Usage-based pricing can require planning for consistent workloads

• DataRobot9.1/10 · Pricing on request · 30-day trial

  A focused enterprise AutoML platform with forecasting, deployment, monitoring, and governance.

  Visit DataRobotFull verdict →
• Amazon SageMaker Autopilot8.8/10 · Paid

  A broad, AWS-native AutoML workflow with usage-based pricing and vendor-cloud limits.

  Visit AWSFull verdict →