G2 Vendor Directory

Machine Learning Data Catalog

43

Products

2,159

Total reviews

4.4

Avg. rating

Atlan by Atlan leads the Machine Learning Data Catalog category with a 4.5 rating from 135 reviews. IBM watsonx.data intelligence has the strongest momentum in the category.

LLM citations

Monthly citations by AI answer engines for the top products in Machine Learning Data Catalog.

LLM citations · Machine Learning Data Catalog

Source: G2 review data

Key stats

Atlan

IBM watsonx.data intelligence

Enterprise

Category trends

How the Machine Learning Data Catalog market is moving, from G2 review and Grid data.

Which products are most adopted?
1
Atlan71 2
Coalesce52 3
Alation43 4
Cloudera40 5
AWS Glue37
Which products are reviewers switching to?
1
Alation3 2
Atlan2 3
DQLabs2 4
Collate2 5
Informatica Data & AI Governance, Privacy1
Which products do enterprises choose?
1
Atlan33 2
Alation25 3
AWS Glue20 4
Coginiti19 5
Cloudera16
Which products do mid-market buyers choose?
1
Atlan35 2
Coalesce28 3
Secoda16 4
Cloudera13 5
Alation13
Which products do small businesses choose?
1
Google Cloud Data Catalog13 2
AWS Glue10 3
erwin Data Modeler10 4
Cloudera10 5
Secoda9

Fastest growing

Ranked by G2 Momentum score.

1

IBM watsonx.data intelligence

by IBM · 29 reviews

4.2
2

Appen

by Appen · 35 reviews

4.2
3

Atlan

by Atlan · 135 reviews

4.5

All products

Ranked by G2 Grid position.

1

Atlan

by Atlan · 135 reviews

4.5
2

Alation

by Alation · 98 reviews

4.4
3

AWS Glue

by Amazon Web Services (AWS) · 202 reviews

4.3
4

erwin Data Modeler

by Quest Software · 141 reviews

4.2
5

Google Cloud Data Catalog

by Google · 28 reviews

4.4

Showing 5 of 43