AWS Glue vs Meltano

Side-by-side from the Top 11 ranking of The 11 Best ETL Tools (2026). Last verified July 20, 2026.

The short answer

AWS Glue ranks higher on Top 11 (#6 vs #10) for Data engineering and analytics teams choosing a tool to move and transform data into a warehouse or lakehouse. Serverless Spark ETL inside the AWS stack.

At a glance

AWS GlueMeltano
Top 11 rank#6 / The 11 Best ETL Tools (2026)#10 / The 11 Best ETL Tools (2026)
Score (out of 9.4)8.17.5
Best forServerless ETL for AWS-native teamsCode-first, Git-versioned open ELT
Pricing$$ (pay-per-use DPU / serverless)$ (open-source + managed tier)
HQSeattle, USASan Francisco, USA
Founded20172018

AWS Glue

Serverless Spark ETL inside the AWS stack.

aws.amazon.com/glue/

See full entry in The 11 Best ETL Tools (2026)

Meltano

DataOps-style ELT managed as code in Git.

meltano.com

See full entry in The 11 Best ETL Tools (2026)

Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.