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Best ETL/ELT tool for data pipelines

3 models · updated 2026-06-29

The verdict

Airbyte leads — All 3 models rank Airbyte the top startup.

Combined ranking

  1. 1
    Airbyte—10 pts
    GPT #2Claude #3Gemini #3· Strong open-source option with flexible self-hosting.
  2. 2
    Dagster—2 pts
    GPT —Claude —Gemini #4· Modern orchestrator providing excellent asset-based pipeline tracking.
  3. 3
    Matillion—2 pts
    GPT #4Claude —Gemini —· Mature low-code ELT for cloud data warehouses.
  4. 4
    Prefect—1 pts
    GPT —Claude —Gemini #5· Flexible, code-first orchestrator ideal for dynamic Python data pipelines.

Not ranked (incumbents): Fivetran, dbt, Apache Airflow, Databricks Delta Live Tables, Informatica IDMC

By model

ChatGPT

  1. 1.Fivetran
  2. 2.Airbyte
  3. 3.dbt
  4. 4.Matillion
  5. 5.Informatica IDMC

Claude

  1. 1.Fivetran
  2. 2.dbt
  3. 3.Airbyte
  4. 4.Apache Airflow
  5. 5.Databricks Delta Live Tables

Gemini

  1. 1.Fivetran
  2. 2.dbt
  3. 3.Airbyte
  4. 4.Dagster
  5. 5.Prefect

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously