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Streaming and CDC

Change data capture and event streams for data that cannot wait for the nightly batch.

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WarpStream

Streaming platform

WarpStream is a Kafka-compatible BYOC platform whose stateless Agents write to object storage, keeping raw records in your VPC and buckets.

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Quix

Stream processing

Quix Streams is a free Python library for stateful Kafka processing; Quix Cloud adds Git-synced deployment, monitoring, and BYOC hosting.

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Bytewax

Stream processing

Free Apache-2.0 Python stream processing library with a Rust engine, stateful operators, event-time windows, and SQLite recovery.

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NATS

Streaming platform

NATS is a free Apache 2.0 messaging server combining pub/sub, request-reply, persistent JetStream streams, Key/Value store, and Object Store.

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Conduktor

Streaming platform

Self-hosted Kafka Console for topic operations, ownership, approvals, and Chargeback, plus a Gateway proxy with paid security and failover add-ons.

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RabbitMQ

Streaming platform

RabbitMQ is a free, open-source message broker with exchange-based routing, replicated quorum queues, replayable streams and multiple messaging protocols.

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PeerDB

CDC tool

Postgres-native CDC with parallel snapshots into ClickHouse: free open source (AGPL-3.0) or managed as ClickHouse Cloud's Postgres ClickPipe.

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Decodable

Stream processing

Managed Apache Flink and Debezium CDC platform for real-time ETL and stream processing on AWS, now owned by Redis.

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Ververica

Stream processing

Enterprise Apache Flink from Flink's creators: VERA engine, BYOC in your AWS or Azure account, or self-managed on Kubernetes.

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Free Developer; production pricing by quote

Striim

CDC tool

Change data capture and streaming integration with visual pipeline design, SQL-like in-flight processing, and managed or self-managed deployment.

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Usage-based Cloud; open-source core

RisingWave

Streaming database

A streaming SQL database that continuously maintains query results over changing data and serves them through a PostgreSQL-compatible interface.

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From $73/month

StreamNative

Streaming platform

Managed Kafka and Pulsar streaming with hosted, BYOC and private-cloud deployment options, plus connectors and Iceberg/Delta table delivery.

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