Cloudera
Data Plane · Lakehouse Platforms
Hybrid data and AI platform running the same containerised data services on-premises and in cloud, with its own S3-compatible object store built on Apache Ozone.
- Commercial
Data Plane · Lakehouse Platforms
SaaS analytics platform that unifies data engineering, warehousing, real-time analytics and Power BI on OneLake.
Microsoft Fabric is a bundle rather than an engine. It packages Power BI, Data Factory, Spark-based data engineering, a warehouse, real-time intelligence and data science into one software-as-a-service platform, all sitting on a single storage layer called OneLake.
OneLake is the part that matters architecturally. Every tenant gets exactly one, it is built on Azure Data Lake Storage Gen2, and it stores tables as Delta Parquet or Iceberg, so any tool that reads those formats can read the data. You cannot create a second one or delete it, which is a deliberate constraint.
Shortcuts give zero-copy access to data that lives elsewhere, including Amazon S3, Google Cloud Storage and on-premises sources, so data can be used without being moved. Mirroring does the same for databases such as Azure SQL, Cosmos DB, Snowflake and Databricks.
Iceberg support works through metadata virtualisation: Iceberg tables can be read as Delta, and Delta tables can be read by Iceberg readers, so Snowflake and Fabric can share the same files.
Licensing is the thing to model carefully. You buy capacity, not products, in F SKUs from F2 upward, and all workloads draw on that shared pool of capacity units. Below F64 every Power BI viewer needs their own paid licence; at F64 and above, free-licence users can view content, which changes the economics sharply.
Governance leans on Microsoft Purview rather than a native catalogue, and Copilot is enabled by default on paid capacities, drawing on the same capacity units.
The same headings are used for every lakehouse platforms entry, so two tools can be read side by side.
SubscriptionF2 from $262.80 a month
You buy capacity in F SKUs, billed per second. Pay-as-you-go runs from $262.80 a month for F2, $8,409.60 for F64 and upward to F8192; a one or three-year reservation saves around 41%. OneLake storage is charged separately, from $0.023 per GB a month hot down to $0.0050 cold. The licensing cliff matters: below F64 every Power BI viewer needs a paid per-user licence, at F64 and above free users can view. A 60-day trial at F64 scale is offered.
Fabric is a Microsoft first-party service sold through Azure, so it has no founding story or funding of its own. It is proprietary, billed per second with a one-minute minimum, and bought directly in Azure or through a partner or cloud solution provider. Microsoft publishes HIPAA, ISO 27001, 27017, 27018 and 27701 compliance for it. Unlike Databricks, Fabric contributes no engine of its own to open source; it adopts open formats instead.
Data Plane · Lakehouse Platforms
Hybrid data and AI platform running the same containerised data services on-premises and in cloud, with its own S3-compatible object store built on Apache Ozone.
Data Plane · Lakehouse Platforms
Lakehouse platform built on Apache Spark and open table formats, governed through Unity Catalog.
Data Plane · Lakehouse Platforms
Lakehouse query engine and semantic layer built on Apache Iceberg and Apache Arrow.
Data Plane · Lakehouse Platforms
Commercial data platform based on Trino, for querying data across many sources.
Drafted with AI assistance and checked against the vendor’s own documentation.