Gane Index
All indexesEvery index and its categoriesGTMMarketing, sales, customer and revenue operations softwareITSecurity, IT operations, cloud, developer and data softwareHRHR, payroll, recruiting, performance and learning softwareFinanceAccounting, planning, spend, billing and treasury software
Claim your listing
Index › IT › Products › Azure Data Factory › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to Azure Data Factory, as AI models named them

In the November 2026 Edition, 228 of the 252 answers collected in the one category where Azure Data Factory holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.

Named instead, most often
Fivetran55
Airbyte53
Hevo Data25
Integrate.io17
Skyvia7
dbt6
First choices in the 228 answers that did not name Azure Data Factory, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

ETL and ELT

Data platform. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Azure Data Factory is not its first choice or an alternative in it.
Small businessAzure Data Factory holds 7 labels here, under the 10-label cutoff, so it is unranked.

Eighty-three of the eighty-four answers did not name Azure Data Factory; it was the first choice in zero. The first choices in those eighty-three answers, nine products in all, the eight most named:

Airbyte29 of 83
Hevo Data23 of 83
Fivetran16 of 83
Skyvia7 of 83
Stitch3 of 83
Talend2 of 83
Matillion1 of 83
Zapier/Make1 of 83
1 more in the record.The full small business standing →
Mid-marketAzure Data Factory is #10 of 19 here at 0% of first choices, 21 labels.

Seventy-five of the eighty-four answers did not name Azure Data Factory; it was the first choice in zero. The first choices in those seventy-five answers, eight products in all:

Airbyte23 of 75
Fivetran21 of 75
Integrate.io7 of 75
Kleene.ai3 of 75
dbt3 of 75
Apache Airflow2 of 75
Hevo Data2 of 75
Pentaho Data Integration1 of 75
The full mid-market standing →
EnterpriseAzure Data Factory is #10 of 14 here at 0% of first choices, 25 labels.

Seventy of the eighty-four answers did not name Azure Data Factory; it was the first choice in zero. The first choices in those seventy answers, eleven products in all, the eight most named:

Fivetran18 of 70
Integrate.io10 of 70
Informatica Intelligent Data Management Cloud4 of 70
dbt3 of 70
Etlworks2 of 70
Informatica PowerCenter2 of 70
Matillion2 of 70
Airbyte1 of 70
3 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled Azure Data Factory neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named Azure Data Factory only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from Azure Data Factory's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Azure Data Factory was named by a model, not endorsed by anyone.

Azure Data Factory's pageAll products