Google Cloud Lakehouse for Apache Iceberg vs Onehouse Cloud

Google Cloud Lakehouse for Apache Iceberg8.5Visit Onehouse Cloud8.3Visit

Higher score Google Cloud Lakehouse for Apache Iceberg #6 in Data Lakehouse Platforms 8.5/10 Paid ✓ 4 of 4 features Visit Google Cloud

vs

Onehouse Cloud #8 in Data Lakehouse Platforms 8.3/10 Paid ✓ 4 of 4 features Visit Onehouse Cloud

• Google Cloud Lakehouse for Apache Iceberg fits best

  Managed Iceberg on Google Cloud

• Onehouse Cloud fits best

  Open-format lakehouse optimization and CDC

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Side by side

Feature	Google Cloud Lakehouse for Apache Iceberg 8.5/10 Visit ↗	Onehouse Cloud 8.3/10 Visit ↗
At a glance
Editor score	8.5	8.3
Ranking	#6 in Data Lakehouse Platforms	#8 in Data Lakehouse Platforms
Best for	Managed Iceberg on Google Cloud	Open-format lakehouse optimization and CDC
Pricing model	Paid	Paid
Starting price	—	Not checked yet
Free plan	—	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Tickets, Community, Docs · 24/7	Email, Docs
Compliance	SOC 2, ISO 27001, GDPR, HIPAA	SOC 2, PCI DSS
Integrations	13 integrations	12 integrations
Built for	Mid-market, Enterprise	Mid-market, Enterprise
Features Google Cloud Lakehouse for Apache Iceberg 4/4 · Onehouse Cloud 4/4
SQL analytics	✓	✓
ACID transactions	✓	✓
Streaming ingestion	✓	✓
Governance catalog	✓	✓
Specs
Storage model	Both	Both
Table format support	Both	Both
Our review
Pros	Managed Iceberg tables with REST Catalog and BigQuery SQL Interoperability with Spark, Flink, Hive, and Trino Governance, CDC, automated maintenance, and federation features	Supports Apache Hudi, Apache Iceberg, and Delta Lake Combines SQL, Spark, streaming, and database CDC pipelines Synchronizes external catalogs and access controls
Cons	No standalone free plan Usage-based pricing spans several charge categories Cross-cloud federation supports selected external catalogs	Customers pay their own cloud infrastructure costs Requires a customer virtual private cloud deployment Founded in 2021, with a shorter operating history
Our verdict	Google Cloud Lakehouse for Apache Iceberg is a managed lakehouse platform for analytical, transactional, streaming, and AI workloads built on open table formats. It is aimed at organizations that want managed Apache Iceberg tables, a… Read the review →	Onehouse Cloud is a managed data lakehouse platform for data engineering, analytics, artificial intelligence, and machine-learning workloads. It runs in the customer's virtual private cloud and supports ingestion from streaming, database,… Read the review →

Strengths and trade-offs

• Google Cloud Lakehouse for Apache Iceberg — where it wins

  • Managed Iceberg tables with REST Catalog and BigQuery SQL
  • Interoperability with Spark, Flink, Hive, and Trino
  • Governance, CDC, automated maintenance, and federation features

  Where it doesn't

  • No standalone free plan
  • Usage-based pricing spans several charge categories
  • Cross-cloud federation supports selected external catalogs

• Onehouse Cloud — where it wins

  • Supports Apache Hudi, Apache Iceberg, and Delta Lake
  • Combines SQL, Spark, streaming, and database CDC pipelines
  • Synchronizes external catalogs and access controls

  Where it doesn't

  • Customers pay their own cloud infrastructure costs
  • Requires a customer virtual private cloud deployment
  • Founded in 2021, with a shorter operating history

• Google Cloud Lakehouse for Apache Iceberg8.5/10 · Paid

  A managed Iceberg lakehouse for Google Cloud teams using BigQuery and open engines.

  Visit Google CloudFull verdict →
• Onehouse Cloud8.3/10 · Paid

  A flexible open-format lakehouse for teams combining Spark, SQL, streaming, and CDC.

  Visit Onehouse CloudFull verdict →