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Vendor Landscape

Streaming Databases

Real-time SQL platforms for streaming joins, live materialized views, and applications that react to data the instant it arrives.

4
Platforms
SQL
Query Interface
Live
Continuous Results

Streaming Platforms

01Hazelcast
A streaming platform with integrated distributed storage to serve processed live data straight to applications — combining stream processing with in-memory computing.
02Materialize
A SQL streaming database: stream your data, perform real-time joins, and build live, incrementally updated views using standard Postgres-compatible SQL.
03ksqlDB
Confluent's database purpose-built for stream processing on Apache Kafka — build real-time applications with the same ease as a traditional relational database.
04Qlik Data Streaming (CDC)
Log-based, agentless change data capture that delivers large volumes of real-time, analytics-ready data into streaming platforms, warehouses, and data lakes.

Streaming databases let you query data in motion with familiar SQL — continuously updating results as new events arrive, instead of running batch queries against data at rest.