If you need a platform to ingest data from multiple sources and send it to multiple destinations, RudderStack is a strong contender. It also offers event streaming, customer profile creation and reverse ETL, and supports more than 200 destinations. RudderStack also handles data quality, compliance and identity resolution and offers a flexible and secure way to handle customer data. It's geared for data leaders who want to use it to fuel business growth with more sophisticated use cases.
For a more open-source approach, Airbyte offers a powerful data integration platform that can pull data from more than 300 sources and send it to many destinations. It has features like a Connector Builder for custom connectors, automated schema evolution and security features to meet major regulations. Airbyte offers flexible deployment and management options through an intuitive UI, Python library or Terraform provider, so it's a good fit for companies with different data integration needs.
Another contender is Axiom, which ingests and stores event data for observability, security, analytics and insights. It supports wide compatibility with existing agents and services, including live streaming and immediate query access. Axiom sends data to destinations like Splunk, Datadog and Elastic, for example, for use cases like analytics, long-term storage and threat hunting.
Last, Estuary is a real-time data integration platform that focuses on CDC, ETL and streaming pipelines. It has no-code connectors, stream-store-replay for data storage and replay, and materialization for loading data into destinations. Estuary is designed for reliability and low latency, and is geared for fast DataOps with an easy-to-use interface and flexible pricing.