π‘ Pick it for the broadest lakehouse, data engineering, and machine-learning feature set.
Databricks is a unified data analytics platform that provides a collaborative environment for big data and machine learning.
Contact for pricing
Dataleyk is a data platform for centralizing organizational data and supporting analytics and AI workflows. It is aimed at data teams that need a managed data-lake or lakehouse environment rather than a standalone business-intelligence dashboard.
π‘ Pick it for the broadest lakehouse, data engineering, and machine-learning feature set.
Databricks is a unified data analytics platform that provides a collaborative environment for big data and machine learning.
Contact for pricing
π‘ Choose it for polished, low-maintenance SQL analytics and secure data sharing.
Snowflake is a cloud data platform for storing, processing, sharing, and analyzing enterprise data. It serves data teams, analysts, and developers with...
Usage-based; contact sales
π‘ Pick it for serverless SQL analytics, especially if your stack already runs on Google Cloud.
Google BigQuery is a serverless, highly-scalable, and cost-effective multi-cloud data warehouse designed for business analysts, data engineers, and data scientists to analyze...
Pricing varies based on usage
Microsoft
π‘ Choose it when Power BI and Microsoft 365 integration matter as much as the data platform.
Microsoft Fabric is a unified cloud analytics platform combining data integration, engineering, warehousing, real-time analytics, and business intelligence. It targets organizations using...
From $10/user/mo
π‘ Pick it when you need SQL access across existing lake and warehouse sources with less data movement.
Dremio is a lakehouse query and semantic layer platform that provides SQL access across data lakes, warehouses, and other sources. It is...
Free community edition; paid cloud and enterprise plans
Trino Software
π‘ Choose it for an open-source SQL federation layer when your team can operate the infrastructure.
Trino is an open-source distributed SQL query engine for querying data across warehouses, lakes, databases, and SaaS systems. It is designed for...
Free and open source; managed offerings priced by provider
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