Hive is a data warehouse infrastructure built on top of Hadoop for providing data summarization, query, and analysis.
Open-source
Best Hadoop MapReduce Alternatives ranked by AI · updated May 2025
✅ Update queued — the AI is re-ranking this list. The page will refresh shortly.
This page is already up to date.
Hadoop MapReduce is a distributed data processing framework for batch processing of large data sets.
Price: Open-source
Top 6 Hadoop MapReduce alternatives
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.
Google Cloud Dataflow is a fully managed service for stream and batch processing of data at high scale with low latency.
Pricing is based on usage and resources consumed.
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
Apache Flink is a powerful and versatile open-source stream processing framework with powerful event-time processing capabilities.
How good are these alternatives?
Your feedback helps us improve the AI rankings.
✅ Thanks for your feedback!
Know a better alternative? 🙌
Suggest a product and our AI will verify it's a real alternative to Hadoop MapReduce before adding it to the list.
