Airbyte vs AWS Glue

Airbyte and AWS Glue side by side: price, connectors and features, and where each one is the better choice.

Airbyte logoAirbyte
Connectors
700+
Fastest sync
5 min
G2 rating
4.2
AWS Glue logoAWS Glue
Connectors
50+
Fastest sync
Event-driven
G2 rating
4.1
Overview

Where each one is strong.
And where it falls short.

Airbyte logo

Airbyte

Airbyte is an open-source data integration platform known for its large connector library and flexibility.

  • Open-source and highly extensible
  • Large number of connectors (700+)
  • Managed cloud option
  • Supports ELT and Reverse ETL
  • More suited for advanced or engineering-heavy teams
  • Requires more setup and ongoing maintenance
  • Connector quality varies due to open-source contributions
AWS Glue logo

AWS Glue

AWS Glue is a fully managed, serverless ETL platform from AWS that automates data discovery, cataloging, and transformation using the Glue Data Catalog and Apache Spark (PySpark/Scala).

  • Serverless architecture—no infrastructure to manage; AWS automatically provisions compute (Spark-based)
  • Glue Data Catalog provides schema discovery, metadata storage, versioning, and integration with Athena and Redshift Spectrum
  • Supports Python (PySpark) and Scala for complex ETL with transformation APIs
  • Deep integration with AWS services including CloudWatch, IAM, S3 events, Step Functions, and Redshift
  • Costs can be unpredictable for long-running or resource-intensive jobs due to DPU billing
  • Debugging jobs can be challenging; logs spread across CloudWatch and Spark outputs
  • Connecting on-prem or multi-cloud sources often requires additional networking configuration
Comparison

Airbyte vs AWS Glue.
Feature by feature.

Feature and pricing comparison between Airbyte and AWS Glue
CapabilityAirbyte logoAirbyteAWS Glue logoAWS Glue
Starting priceFrom $20/mo (credits), capacity-based on Pro$0.44 per DPU-hour (plus job runtime costs)
Free tierFree self-hosted Core; 14-day cloud trialIncluded
Connectors700+50+
DeploymentSaaS, Self-hosted, HybridSaaS
Reverse ETLIncludedNot offered
Fastest sync frequency5 minEvent-driven
TransformationsNot offeredIncluded
dbt CoreNot offeredIncluded
dbt CloudIncludedNot offered
AI and agentsAPI and MCP accessNot offered
MCP serverPrivate betaNot offered
REST / OpenAPIIncludedNot offered
OrchestrationNot offeredIncluded
Data lineageNot offeredIncluded
G2 rating4.24.1

Both include: data ingestion (ELT), full refresh, incremental, log-based CDC, CLI.

Where Weld fits

Comparing Airbyte and AWS Glue?

Weld does ingestion with 300+ connectors, and adds transformations, orchestration, lineage and reverse ETL in the same product, on a flat monthly tier from $99.