Airbyte
Open-source ELT platform with 600+ connectors you can self-host or run as managed cloud.
About
Airbyte is an open-source data integration platform for ELT: it moves data from APIs, databases, and files into warehouses and lakes, with transformations handled through dbt or SQL. The self-hosted Core edition is free with no license fee, which makes it popular with engineering-led teams that want full control over their infrastructure and data residency. Airbyte Cloud adds a managed option with volume-based pricing (starting around $10/month, plus per-GB or per-row charges), plus Pro and Enterprise tiers with SSO, RBAC, and custom mappings. Trade-offs are real: self-hosting means owning upgrades, monitoring, and connector maintenance yourself, and cloud sync frequency is limited on lower tiers (hourly). Connector quality varies across the long tail of 600+ connectors, and support for the free tier is community-based.
What it can do
- 600+ connectors; custom connector builder (CDK); dbt integration; scheduled syncs; API and Terraform support; RAG-oriented chunking and embedding transforms; self-hosted or managed deployment.
Setup
Self-host via Docker in minutes, or create an Airbyte Cloud workspace and configure connections through the UI; Octavia CLI available for declarative config.
Prerequisites
For self-hosting: Docker and enough compute to run sync workers. For Cloud: a destination warehouse.
Use cases
Works with
Trust score — 7/10
Scored 7/10 (verified tier, metrics-v1). Evidence: Open-source Core (free, self-hosted) vs Cloud volume pricing (~$10/mo entry) corroborated across three sources.; dbt/SQL transformation integration and Octavia CLI provider-documented.; Limitations disclosed: self-hosting ops burden, community-only support on free tier, hourly syncs on lower cloud tiers, variable connector quality.; Connector count claims (600+) from comparison sources, treated as approximate..
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.