Alternatives to Meltano

It suits teams building self-hosted change-data-capture workflows across supported databases and event destinations.

Fivetran Database Replication

It suits organizations moving large database workloads, including teams that need hybrid deployment or configurable replication intervals.

Airbyte Data Replication

Airbyte describes its production pipeline capabilities as built for data engineers, and recommends Standard or Plus as starting plans for small developer teams.

RudderStack Customer Data Platform

RudderStack suits startups and small teams exploring its Free plan, teams with higher event volume or integration needs, and larger organizations seeking advanced security and governance.

Confluent Cloud

It suits teams building streaming or event-driven systems, analytics pipelines, or AI/ML use cases.

Fluentd suits teams building self-hosted log pipelines across varied sources and destinations.

It suits data engineering, analytics, and business intelligence teams that need to move and prepare data from multiple sources.

It suits teams that need self-hosted processing for logs, metrics, application data, or AWS inputs.

Striim

The Developer plan is described for learning and small-scale use cases.