MongoDB Atlas vs Databricks Data Intelligence Platform

MongoDB Atlas9.1Visit Databricks Data Intelligence Platform9.0Visit

Higher score MongoDB Atlas #3 in AWS Marketplace Software 9.1/10 Free plan Free plan Visit MongoDB Atlas

vs

Databricks Data Intelligence Platform #4 in AWS Marketplace Software 9.0/10 Free plan · 14-day trial Free planFree trial Visit Databricks

• MongoDB Atlas fits best

  Teams running managed document databases

• Databricks Data Intelligence Platform fits best

  Teams building cloud lakehouse and AI workloads

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Side by side

Feature	MongoDB Atlas 9.1/10 Visit ↗	Databricks Data Intelligence Platform 9.0/10 Visit ↗
At a glance
Editor score	9.1	9.0
Ranking	#3 in AWS Marketplace Software	#4 in AWS Marketplace Software
Best for	Teams running managed document databases	Teams building cloud lakehouse and AI workloads
Pricing model	Free plan + paid	Free plan + paid
Starting price	$8/mo	Free plan · 14-day trial
Free plan	✓	✓
Free trial	—	14 days
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Docs, Community
Compliance	SOC 2, ISO 27001, SSO/SAML	GDPR, HIPAA, PCI DSS, SSO/SAML, 2FA
Integrations	16 integrations	8 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Specs
Delivery model	Not checked yet	Not checked yet
Pricing model	Not checked yet	Not checked yet
Free trial length	Not checked yet	Not checked yet
AWS Regions	Not checked yet	Not checked yet
Support level	Not checked yet	Not checked yet
Compliance certifications	Not checked yet	Not checked yet
Our review
Pros	Managed clusters across AWS, Google Cloud, and Azure Transactions, full-text search, and vector search in one service Terraform, Kubernetes Operator, CloudFormation, API, and CLI access	Combines lakehouse storage, SQL, streaming, ETL, ML, and governance Unity Catalog supports data and AI governance across workloads Connects with Fivetran, dbt Cloud, Power BI, Tableau, Kafka, and more
Cons	Deployment is cloud-only Support channel is documentation Documents are capped at 16 MiB	Usage-based pricing varies by cloud, region, product, and contract Cloud-only deployment limits on-premises or hybrid deployment choices Breadth can exceed the needs of teams seeking a focused analytics tool
Our verdict	MongoDB Atlas is a fully managed cloud service for MongoDB document databases, aimed at developers and engineering teams building applications. It stores BSON documents with JSON-compatible modeling and supports indexing, ACID and… Read the review →	Databricks Data Intelligence Platform is a cloud service for data engineering, SQL analytics, machine learning, AI applications, and governance. It is aimed at mid-market and enterprise teams building lakehouse environments and AI… Read the review →

Strengths and trade-offs

• MongoDB Atlas — where it wins

  • Managed clusters across AWS, Google Cloud, and Azure
  • Transactions, full-text search, and vector search in one service
  • Terraform, Kubernetes Operator, CloudFormation, API, and CLI access

  Where it doesn't

  • Deployment is cloud-only
  • Support channel is documentation
  • Documents are capped at 16 MiB

• Databricks Data Intelligence Platform — where it wins

  • Combines lakehouse storage, SQL, streaming, ETL, ML, and governance
  • Unity Catalog supports data and AI governance across workloads
  • Connects with Fivetran, dbt Cloud, Power BI, Tableau, Kafka, and more

  Where it doesn't

  • Usage-based pricing varies by cloud, region, product, and contract
  • Cloud-only deployment limits on-premises or hybrid deployment choices
  • Breadth can exceed the needs of teams seeking a focused analytics tool

• MongoDB Atlas9.1/10 · Free plan

  Managed MongoDB with multi-cloud deployment, search, transactions, and usage-based plans.

  Visit MongoDB AtlasFull verdict →
• Databricks Data Intelligence Platform9.0/10 · Free plan · 14-day trial

  A broad cloud lakehouse platform for teams combining analytics, engineering, governance, and AI.

  Visit DatabricksFull verdict →