Airbyte

What it is

Airbyte is an open-source tool designed for data integration, enabling the movement of data from APIs, databases, and files to data warehouses, lakes, and AI applications. It supports both self-hosted and cloud deployments, providing flexibility for different infrastructure needs. The tool is primarily written in Python and offers a wide range of connectors for popular databases and data warehouses such as PostgreSQL, MySQL, Snowflake, and BigQuery. Airbyte's modular architecture allows users to easily add new connectors and customize existing ones, making it a versatile choice for data engineers.

Modular connector-based architecture for easy integration and customization.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   High number of open issues

   2,373 open issues on GitHub.

2. 02

   License not clearly defined

   License field marked as NOASSERTION on GitHub.

3. 03

   Complex setup for non-technical users

   Requires knowledge of Python and data engineering concepts.

What it does well

• Wide range of connectors

  Supports popular databases like PostgreSQL, MySQL, and data warehouses like Snowflake.

• Open-source and customizable

  Source code available on GitHub with 21,982 stars.

• Active community and development

  Over 1,234 contributors and frequent updates.

Pricing

Free tier

YesUnlimited connectors with community support.

Paid from

$2,000/year

Model

Hybrid

Enterprise plan

Yes

Pricing last confirmed Sep 26, 2026.