Arroyo is an open-source distributed stream processing engine for stateful computations on data streams, with sub-second results.
Alternatives to Esper
Estuary is a managed data integration platform that combines change data capture, batch, streaming, and app synchronization for analytics, operations, and AI.
Apache Druid is an open-source database for real-time analysis of streaming and batch data.
- 4

Confluent Cloud
Confluent Cloud is a managed data streaming platform built around a serverless Apache Kafka engine.
Free planWebAPILinux7.1From $385 a month - 5
Lenses
Lenses describes its Operating Fabric as a platform for building, governing, and operating Kafka applications with engineers and AI agents.
Free planWebAPILinuxmacOS7.1From $4 a year - 6
Timeplus
Timeplus is a streaming SQL platform for real-time data pipelines in analytics, telemetry, and AI/ML.
Free planWebAPILinuxmacOS7.1From $199 a month - 7

Materialize
Materialize is a SQL-based live data layer for apps and AI agents.
Free planWebAPILinuxSelf-hosted7.0From $1.50 a year - 8

RisingWave
RisingWave is a distributed SQL streaming platform that ingests, transforms, and serves real-time data.
WebAPILinuxmacOS6.7$0.23 usage-based - 9

Tinybird Cloud
Tinybird Cloud is a managed real-time data platform for building analytics features and serving data through APIs.
Free planWebAPI6.7From $49 a month - 10
Apache Storm
Apache Storm is a free, open-source system for processing unbounded data streams in real time.
Free planWebAPILinuxmacOS6.6Free plan - 11

Decodable
Decodable is a managed platform for real-time ETL, ELT, and stream processing, built around Apache Flink and Debezium.
Free planWebAPISelf-hosted6.6From $0.10 a year - 12

Apache Pinot
Apache Pinot is an open-source distributed OLAP datastore for real-time analytics and user-facing workloads.
Free planWebAPISelf-hosted6.4Free plan - 13

Apache Spark
Apache Spark is a free, open-source engine for large-scale data analytics.
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 14
Kafka Streams
Kafka Streams is a client library for building applications and microservices that read and write data in Kafka clusters.
Free planLinuxmacOSSelf-hostedWindows6.2Free plan - 15

Apache Flink
Apache Flink is a framework and distributed processing engine for stateful computations over bounded and unbounded data streams.
Free planAPILinuxSelf-hosted6.1Free plan - 16
Pathway Live Data Framework
Pathway Live Data Framework is a Python framework for building analytics and AI data pipelines over stored data and live streams.
Free planAPISelf-hosted6.1Free plan - 17

Ververica Platform
Ververica Platform combines stream and batch processing in one runtime for enterprise production workloads.
Free planWebAPISelf-hosted6.1Free plan - 18

Apache Samza
Apache Samza is a free, self-hosted framework for processing live data streams and building applications that maintain state.
Free planAPILinuxSelf-hosted6.0Free plan - 19
Quix Streams
Quix Streams is a free, open-source Python library for processing Kafka data and building real-time streaming applications.
Free planLinuxSelf-hosted5.9Free plan - 20
Siddhi
Siddhi is a free, open-source stream and complex event processing engine for building event-driven applications.
APILinuxmacOSSelf-hosted5.9 - 21

Amazon Managed Service for Apache Flink
Amazon Managed Service for Apache Flink runs Apache Flink applications in the cloud to transform and analyze streaming data in real time.
WebAPI5.5 - 22

Azure Stream Analytics
Azure Stream Analytics is a web service for processing streaming data with stateful processing, SQL processing and event-time windows.
Web5.1 - 23
TIBCO Streaming
WebLinuxmacOSWindows5.1 - 24
Alibaba Cloud Realtime Compute for Apache Flink
Alibaba Cloud Realtime Compute for Apache Flink is a cloud service for processing data streams with Apache Flink.
Web5.0 - 25
Google Cloud Dataflow
Google Cloud Dataflow is a cloud-deployed data processing service accessed through the web.
Web4.9
