Best overall · Prompt 1 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What's the best ETL tool for syncing data into a warehouse?”

ChatGPT answered 3× this snapshot

“Best” depends a lot on your setup, but I can give you a clear way to choose without the usual vague comparisons. If you want the quick answer: Easiest + fastest to set up: Fivetran or Hevo Most control / open-source: Airbyte Already in a modern data stack mindset: Meltano or Dagster + connectors Heavy enterprise / complex transformations: Informatica or Talend If you want to own orchestration: Airflow + something…

Named across its answers: 1. Fivetran2. Airbyte3. Meltano4. Informatica5. Dagster

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Fivetran owns this question completely, appearing first in all 9 answers across every model, while Airbyte holds a solid but distant second at an average position of 2.1 with zero first mentions. The gap matters because buyers scanning AI-generated shortlists will consistently see Fivetran before any competitor, compressing the consideration set before a human ever gets involved.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Fivetran, Airbyte, dbt and Stitch on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Fivetran 111111111 9/9 · 9× first · #1

Airbyte 322222222 9/9 · never first · #2.1

Stitch 9733378 7/9 · never first · #5.7

dbt 10674677 7/9 · never first · #6.7

Meltano 483833 6/9 · never first · #4.8

AWS Glue 979445 6/9 · never first · #6.3

Informatica 7445811 6/9 · never first · #6.5

Azure Data Factory 10810556 6/9 · never first · #7.3

Talend 8956712 6/9 · never first · #7.8

Dagster 554 3/9 · never first · #4.7

Matillion 33 2/9 · never first · #3

Airflow 68 2/9 · never first · #7

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 24 brands named at least once. Never mentioned here: MuleSoft, RudderStack.