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Databricks Notebooks vs Google Cloud Lakehouse for Apache Iceberg

What both publish

FactDatabricks NotebooksGoogle Cloud Lakehouse for Apache Iceberg
ComplianceDatabricks states offerings for PCI-DSS, HIPAA and FedRAMP and compliance with ISO 27001, ISO 27017, ISO 27018 and SOC 2 Type II.Google Cloud lists ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1/2/3, PCI DSS, FedRAMP, GDPR and HIPAA offerings or alignments.
Founded20131998
HeadquartersSan Francisco, California, United StatesMountain View, California, United States
Rating on Gartner Peer Insights4.7 out of 5 from 389 ratings4.5 out of 5 from 448 ratings
Rating on TrustRadius8.9 out of 10 from 115 reviews and ratings8.8 out of 10 from 319 reviews
Security controlsThe trust center lists encryption, network controls, auditing, identity integration, access controls and data governance.Google Cloud states that data is encrypted in transit and at rest and that access to encryption keys is audited.
What it doesDatabricks notebooks are web-based code editors for interactive data analysis and viewing results.Google Cloud Lakehouse is a managed storage and governance layer for Apache Iceberg data, separating storage from compute and allowing shared access by analytics engines.

Databricks Notebooks plans

  • Pay as you goPriced on request
  • Pay as you go—
  • Committed Use ContractsPriced on request
  • Committed Use Contracts—
  • Free EditionFree
  • Free trialFree

Google Cloud Lakehouse for Apache Iceberg plans

  • Metadata storage free tierPriced on request
  • Metadata storagePriced on request
  • Table managementPriced on request
  • Catalog federation metadata refreshPriced on request
  • Metadata storage included tierFree
  • Metadata storage overage$0.04 a month

Pick Databricks Notebooks if…

Teams doing collaborative cloud data analysis; Users who need scheduled notebooks and Git diffs; Data work spanning several notebook languages

Pick Google Cloud Lakehouse for Apache Iceberg if…

You want what its maker publishes above — check its page for the details.

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