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Airbyte

Open-source data integration platform for ELT pipelines

Overview

Airbyte is an open-source data integration platform that helps you consolidate data from various sources into your data warehouse. With 300+ pre-built connectors and the ability to build custom ones, it's become a popular alternative to commercial ETL tools.

Key Features

  • 300+ Connectors: Pre-built sources and destinations covering most common data sources
  • CDC Support: Change data capture for real-time data syncing
  • Custom Connectors: Build your own with the Connector Development Kit (CDK)
  • Normalization: Optional automatic schema normalization
  • Self-hosted or Cloud: Run on your infrastructure or use Airbyte Cloud
  • dbt Integration: Native integration with dbt for transformations

Pros

  • 👍 Fully open-source core with active community
  • 👍 Massive connector library (largest in OSS space)
  • 👍 Self-hosted option for data-sensitive organizations
  • 👍 Generous free tier on cloud
  • 👍 Active development and frequent releases

Cons

  • 👎 Self-hosting requires DevOps resources
  • 👎 Some connectors less mature than others
  • 👎 Can be resource-intensive at scale
  • 👎 Cloud pricing can add up with high volume

Best For

Teams who want control over their data pipelines, need specific connectors, or have data residency requirements. Great for startups and mid-size companies building modern data stacks.

Founded: 2020 HQ: San Francisco, CA