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.
Move data
Getting data out of apps and databases and into a warehouse.
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Free allowance; Enterprise quote
CloudQuery
Open-source ELT
Self-hosted cloud infrastructure ingestion into your own database, with SQL-based inventory analysis and optional MCP access.
Data Integration from $99/month; volume-dependent
Skyvia
Managed ELT
Managed cloud data integration for SaaS applications and databases, with warehouse replication, data mapping, two-way synchronization, and visual flows.
From $1,999/month
Integrate.io
Managed ELT
Managed data pipeline platform for ETL, ELT, CDC and loading prepared data into warehouses and business applications.
Usage-based; ETL compute billed separately
AWS Glue
Cloud-native ETL
AWS-managed data integration service with Spark processing, visual and code-based ETL jobs, a metadata catalog, crawlers, and data quality rules.
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.
Free tier; custom enterprise pricing
Informatica
Enterprise ETL
Enterprise ETL and ELT with visual mappings, hybrid execution, taskflows, and CLAIRE Copilot assistance. Adjacent ingestion, quality, and governance services depend on scope.
Talend
Enterprise ETL
Enterprise data integration platform (now Qlik Talend Cloud) with CDC, hybrid deployment, data quality and lineage.
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.
Usage-based Cloud; limited free self-managed license
Materialize
Streaming database
A streaming SQL database that incrementally maintains query results over changing data for applications and analytics.
Apache Pulsar
Streaming platform
Open-source messaging and streaming platform with four subscription types, built-in multi-tenancy, geo-replication and tiered storage.
Spark Structured Streaming
Stream processing
Apache Spark's built-in streaming engine: one DataFrame API for batch and streams, exactly-once to files, Real-time Mode since 4.1. Free; you pay the platform.