Stream Processing
Solutions designed to handle real-time data streams for continuous, near-instant processing and analytics.
Updated June 14, 2026
Products that define this theme
A representative set of Big Data Processing And Distribution Systems products that exemplify Stream Processing, curated as a starting point for finding similar software.
Selected from G2's verified user reviews and ratings, then matched to this theme for relevance.
How Did G2 Choose These Stream Processing Products?
The 5 products shown represent a defining sample for the "Stream Processing" theme within Big Data Processing And Distribution Systems on G2 — not an exhaustive list. They are a curated starting point for discovering similar software.
- Sourced from products with verified G2 user reviews and ratings.
- Matched to this theme based on each product's described capabilities and fit, ordered by relevance.
- Rankings and inclusion are unbiased and are not influenced by vendor payment.
Refreshed weekly. Last updated: June 14, 2026.
Cloud-native service for data in motion built by the original creators of Apache Kafka® Today’s consumers have the world at their fingertips and hold an unforgiving expectation for end-to-end...
Cloud Dataflow is a fully-managed service for transforming and enriching data in stream (real time) and batch (historical) modes with equal reliability and expressiveness -- no more complex...
Apache Apex is an enterprise grade native YARN big data-in-motion platform designed to unify stream processing as well as batch processing.
GridGain® is an in-memory computing platform solution designed to help organizations manage and process large volumes of data in real-time. Built on the robust Apache® Ignite™ framework, GridGain...
Apache Storm is a free and open source distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for...