Databricks Data Intelligence Platform vs DataRobot

Databricks Data Intelligence Platform9.0Visit DataRobot8.7Visit

Higher score Databricks Data Intelligence Platform #4 in Data Science and Machine Learning Platforms 9.0/10 Free plan · 14-day trial Free planFree trial✓ 0 of 5 features Visit Databricks

vs

DataRobot #7 in Data Science and Machine Learning Platforms 8.7/10 Pricing on request · 30-day trial Free trial✓ 0 of 5 features Visit DataRobot

• Databricks Data Intelligence Platform fits best

  Mid-market and enterprise lakehouse teams

• DataRobot fits best

  Enterprise AutoML with strong governance

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Side by side

Feature	Databricks Data Intelligence Platform 9.0/10 Visit ↗	DataRobot 8.7/10 Visit ↗
At a glance
Editor score	9.0	8.7
Ranking	#4 in Data Science and Machine Learning Platforms	#7 in Data Science and Machine Learning Platforms
Best for	Mid-market and enterprise lakehouse teams	Enterprise AutoML with strong governance
Pricing model	Free plan + paid	Paid
Starting price	Free plan · 14-day trial	Pricing on request · 30-day trial
Free plan	✓ (best)	Not checked yet
Free trial	14 days	30 days
Free trial length	14 days · no card needed	30 days
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Docs, Community	Email, Tickets, Community, Docs
Compliance	GDPR, HIPAA, PCI DSS, SSO/SAML, 2FA	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML, 2FA
Integrations	8 integrations	4 integrations
Built for	Mid-market, Enterprise	Enterprise
Features Databricks Data Intelligence Platform 0/5 · DataRobot 0/5
Notebook environment	Not checked yet	Not checked yet
AutoML	Not checked yet	Not checked yet
Model deployment	Not checked yet	Not checked yet
GPU compute	Not checked yet	Not checked yet
Pipeline orchestration	Not checked yet	Not checked yet
Specs
Deployment model	Not checked yet	Not checked yet
Our review
Pros	Combines Delta Lake storage with Apache Spark processing. Supports batch, streaming, ETL, SQL analytics, and ML workflows. Unity Catalog brings data and AI governance into the platform.	Automated ML with forecasting, multiseries modeling, and blueprint selection Leaderboards, backtesting, metrics, monitoring, and governance workflows Cloud, self-hosted, API, notebook, and major cloud-data integrations
Cons	Cloud-only deployment limits teams seeking other deployment models. Usage-based pricing varies by cloud, region, product, and contract. Its breadth may exceed the needs of teams seeking a focused tool.	Pricing requires a contact-sales process The self-service trial limits users to batch-prediction access Deployment capabilities can vary by paid subscription
Our verdict	Databricks Data Intelligence Platform brings data engineering, SQL analytics, machine learning, AI applications, and governance into a cloud environment. It is aimed at mid-market and enterprise teams that want to work across lakehouse… Read the review →	DataRobot is an enterprise AI platform for developing, delivering, and governing predictive, generative, and agentic AI solutions. Its predictive toolkit includes automated machine learning, classification, regression, anomaly detection,… Read the review →

Strengths and trade-offs

• Databricks Data Intelligence Platform — where it wins

  • Combines Delta Lake storage with Apache Spark processing.
  • Supports batch, streaming, ETL, SQL analytics, and ML workflows.
  • Unity Catalog brings data and AI governance into the platform.

  Where it doesn't

  • Cloud-only deployment limits teams seeking other deployment models.
  • Usage-based pricing varies by cloud, region, product, and contract.
  • Its breadth may exceed the needs of teams seeking a focused tool.

• DataRobot — where it wins

  • Automated ML with forecasting, multiseries modeling, and blueprint selection
  • Leaderboards, backtesting, metrics, monitoring, and governance workflows
  • Cloud, self-hosted, API, notebook, and major cloud-data integrations

  Where it doesn't

  • Pricing requires a contact-sales process
  • The self-service trial limits users to batch-prediction access
  • Deployment capabilities can vary by paid subscription

• Databricks Data Intelligence Platform9.0/10 · Free plan · 14-day trial

  A broad lakehouse stack for teams building data and machine-learning workloads in the cloud.

  Visit DatabricksFull verdict →
• DataRobot8.7/10 · Pricing on request · 30-day trial

  A governed AutoML platform for enterprises that need forecasting, deployment, and oversight.

  Visit DataRobotFull verdict →