Apache Spark is a unified analytics engine for big data processing, with built-in modules for streaming, SQL, machine learning, and graph processing.
Open-source
Best Databricks Runtime Alternatives ranked by AI · updated May 2025
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Databricks Runtime is an optimized version of Apache Spark that powers Databricks Unified Analytics Platform.
Price: Contact for pricing
🎯 databricks.com/product/databricks-runtime
Top 6 Databricks Runtime alternatives
AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy for customers to prepare and load...
Pricing based on usage
Google Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters.
Pricing varies based on usage
Hive is a data warehouse infrastructure built on top of Hadoop for providing data summarization, query, and analysis.
Open-source
Databricks is a unified data analytics platform that provides a collaborative environment for big data and machine learning.
Contact for pricing
PredictionIO is an open-source machine learning server for developers and data scientists to create predictive engines for any machine learning task.
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