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
Best Azure Databricks Alternatives ranked by AI · updated May 2025
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Azure Databricks is an Apache Spark-based analytics platform optimized for Microsoft Azure. It provides a collaborative environment for big data analytics that integrates with various Azure services.
Price: Pricing varies based on usage
🎯 azure.microsoft.com/en-us/products/databricks
Top 6 Azure Databricks alternatives
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
Qubole is a cloud-native data platform for analytics and machine learning that enables enterprises to quickly harness the power of data to...
Contact for pricing
Databricks is a unified data analytics platform that provides a collaborative environment for big data and machine learning.
Contact for pricing
Hadoop is an open-source software framework for storing and processing large datasets across distributed computing clusters.
Amazon EMR is a managed AWS service for running Apache Spark, Hadoop, Hive, and related big-data frameworks on clusters or serverless infrastructure....
Pros
- Deep integration with Amazon S3, Lake Formation, IAM, and other AWS services
- Supports popular open-source engines including Spark, Hive, Trino, and Presto
- Offers both managed clusters and serverless deployment models
Cons
- More cluster and infrastructure management than Databricks or serverless Glue
- Pricing is complex because EMR, compute, storage, and networking are billed separately
- Primarily optimized for AWS environments rather than multicloud portability
Usage-based; EMR and AWS infrastructure billed separately
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