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Onehouse Cloud
Sunnyvale, California, United States
What it is
Onehouse Cloud is a managed lakehouse platform for analytics and AI that operates in a customer’s virtual private cloud. OneFlow incrementally ingests data into Apache Hudi, Apache Iceberg and Delta Lake tables in cloud storage. Quanton provides SQL, Spark jobs and PySpark notebooks with autoscaling compute, while managed open-engine clusters support Trino, Apache Flink and Ray. Automated table services are intended to improve query performance, with Onehouse stating they can deliver up to 10x faster queries on tables. OneSync synchronizes table metadata across Snowflake, Databricks Unity Catalog, Google Data Catalog and AWS Glue. The service states that data remains in the customer’s VPC, encrypted at rest and in motion, and within the customer account. Project-level role-based access controls, audit logs, SOC 2 Type 1 and 2 certification, and PCI DSS compliance are listed. Usage is billed in Onehouse Compute Units, with cloud infrastructure paid separately; a 30-day trial includes $1,000 credit.
For and against
For
- Runs in the customer’s VPC
- Supports Hudi, Iceberg and Delta Lake
- Autoscaling SQL, Spark and PySpark compute
- Metadata synchronization across several catalogs
- 30-day trial with $1,000 credit
Against
- Cloud infrastructure costs are paid separately
- API cost retrieval is not yet available
- Open Engines support is limited to infrastructure issues
- Usage pricing is based on OCU consumption
The verdict
Onehouse Cloud combines ingestion, compute, table services, engines and catalog synchronization in a managed VPC deployment. Check separate infrastructure charges, OCU billing and the API billing limitation when evaluating it.
Who it suits
It is presented for teams accelerating existing Spark workloads, reducing warehouse costs or building a new analytics platform. Organizations wanting lakehouse services inside their own VPC may consider it.
Plans and prices
Usage-based (OCU)
1 OCU = a 4-core instance for 1 hour · no additional volume-based or storage fees
Read 5 Oct 2026 · docs.onehouse.ai
On the record
- Access controls
- The platform offers project-level role-based access controls and audit logs.onehouse.ai · read 5 Oct 2026
- Billing limitation
- Retrieving costs via API is not yet available.docs.onehouse.ai · read 5 Oct 2026
- Catalog integrations
- OneSync syncs table metadata across catalogs including Snowflake, Databricks Unity Catalog, Google Data Catalog, and AWS Glue.onehouse.ai · read 5 Oct 2026
- Company
- Onehouse was founded by Vinoth Chandar and lists its address in Sunnyvale, California.onehouse.ai · read 5 Oct 2026
- Compliance
- Onehouse states it is SOC 2 Type 1 and 2 certified and PCI DSS compliant.onehouse.ai · read 5 Oct 2026
- Compute
- Quanton runs SQL, Spark jobs, and PySpark notebooks with autoscaling compute.onehouse.ai · read 5 Oct 2026
- Ingestion
- OneFlow incrementally ingests data into Apache Hudi, Apache Iceberg, and Delta Lake tables in cloud storage.onehouse.ai · read 5 Oct 2026
- Intended users
- The platform is presented for teams accelerating existing Spark workloads, reducing warehouse costs, or building a new analytics platform.onehouse.ai · read 5 Oct 2026
- Open Engines pricing and support
- Open Engines are offered free for a limited time, but cloud resource costs still apply and support is limited to infrastructure-level issues.docs.onehouse.ai · read 5 Oct 2026
- Purpose
- Onehouse is a fully managed lakehouse platform for analytics and AI that runs in the customer's VPC.onehouse.ai · read 5 Oct 2026
- Query engines
- Onehouse-managed open engine clusters support Trino, Apache Flink, and Ray.docs.onehouse.ai · read 5 Oct 2026
- Security and privacy
- Onehouse says data stays in the customer's VPC, is encrypted at rest and in motion, and the service does not move data outside the customer's account and VPC.onehouse.ai · read 5 Oct 2026
- Table optimization
- The platform automates lakehouse table services and says this can deliver up to 10x faster queries on tables.onehouse.ai · read 5 Oct 2026
- Trial
- The OneFlow page offers a free trial with $1,000 in free credit for 30 days.onehouse.ai · read 5 Oct 2026
