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Best Stream Processing

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Rankings use category fit, feature coverage, pricing signals, public reception, and recency. Affiliate relationships do not affect scores.

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Best 1 Apache Spark
Apache Spark
Free Plan Available

Apache Spark is the industry standard for large-scale data processing. While it is a general-purpose engine, its SQL module (Spark SQL) is a powerful query engine capable of handling petabyte-scale da...

9.41 Brilliant
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2 Confluent
Confluent

Confluent is the enterprise platform for Apache Kafka, enabling real-time data streaming and analytics. It allows organizations to capture, process, and analyze data as it happensfrom IoT sensors and...

8.74 Excellent
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3 Apache Flink (Standalone)
Apache Flink (Standalone)

This refers to deploying Flink outside of a major cloud vendor's managed service. It offers maximum control over resource allocation and tuning, which is vital for highly specialized, performance-crit...

8.14 Excellent
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4 Apache Nifi
Apache Nifi
Free Plan Available

Apache NiFi is a powerful, open-source system for processing and distributing data. It is designed to automate the flow of data between systems, making it an excellent choice for real-time data ingest...

7.99 Very Good
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