Best Data Warehousing Products in 2025

A fully managed data warehouse for large-scale data analytics.

Key Google BigQuery features:

Scalability Speed Integrations Automatic Optimization

Open Source

Discover Electe, our data analytics platform dedicated to SMEs. Don't let your data go unused, take your business into the future!

Key Electe features:

Connect your Data Analyze the Data Generate custom reports

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Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

Key Google Cloud Dataflow features:

Scalability Fully Managed Unified Programming Model Integration

Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Key Amazon EMR features:

Scalability Cost-effectiveness Ease of Use Managed Service

Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

Key Snowflake features:

Scalability Performance Ease of Use Data Sharing

Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

Key Qubole features:

Scalability Multi-cloud Support Unified Interface Cost Management

Open Source

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Key Databricks features:

Unified Data Analytics Platform Scalability Collaborative Environment Performance Optimization

Open Source

ClickHouse is an open-source column-oriented database management system that allows generating analytical data reports in real time.

Key ClickHouse features:

High Performance Scalability Real-time Data Ingestion Cost Efficiency

Open Source

Learn about Amazon Redshift cloud data warehouse.

Key Amazon Redshift features:

Scalability Performance Integration Cost-effective

Apache Doris is an open-source real-time data warehouse for big data analytics.

Key Apache Doris features:

High Performance Real-time Analytics Unified Analytics Ease of Use

Open Source

Snowflake Computing is delivering a data warehouse for the cloud.

Key Snowflakepowe.red features:

Scalability Ease of Use Data Sharing Security Features

Open Source

StarRocks offers the next generation of real-time SQL engines for enterprise-scale analytics. Learn how we make it easy to deliver real-time analytics.

Key StarRocks features:

High Performance Real-time Analytics Scalability Flexibility

Open Source

Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.

Key Apache Hive features:

Scalability SQL-like Interface Integration with Hadoop Ecosystem Schema on Read

Open Source

Managed Apache Spark and Apache Hadoop service which is fast, easy to use, and low cost.

Key Google Cloud Dataproc features:

Managed Service Integration with Google Cloud Scalability Cost Efficiency