G2 Vendor Directory

Data Science and Machine Learning Platforms

87

Products

14.4K

Total reviews

4.4

Avg. rating

Databricks by Databricks Inc. leads the Data Science and Machine Learning Platforms category with a 4.6 rating from 1,388 reviews. Hex has the strongest momentum in the category, up -86.7% quarter-over-quarter.

LLM citations

Monthly citations by AI answer engines for the top products in Data Science and Machine Learning Platforms.

LLM citations · Data Science and Machine Learning Platforms

Source: G2 review data

Key stats

Databricks

Hex

Small Business

Category trends

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

Which products are most adopted?
1
Databricks606 2
Gemini platform504 3
Saturn Cloud305 4
SAS Viya282 5
MATLAB273
Which products are growing fastest?
1
Dataiku8 2
Gemini platform2 3
KNIME2
Which products climbed the Grid most?
1
KNIME30 2
Google Cloud AutoML25 3
DataRobot23 4
Google Cloud AI Hub15 5
AWS Trainium13
Which products are reviewers switching to?
1
Databricks33 2
Rapidminer AI Studio16 3
Gemini platform14 4
Hex12 5
Deepnote11
Which products do enterprises choose?
1
Databricks285 2
Gemini platform148 3
Alteryx125 4
Dataiku106 5
SAS Viya103
Which products do mid-market buyers choose?
1
Databricks223 2
Gemini platform133 3
Hex107 4
MATLAB74 5
SAS Viya72
Which products do small businesses choose?
1
Saturn Cloud251 2
Gemini platform198 3
Deepnote170 4
MATLAB104 5
Databricks92
Which are growing fastest in enterprise?
1
Dataiku6 2
Rapidminer AI Studio4 3
KNIME1

Fastest growing

Ranked by G2 Momentum score.

1

Hex

by Hex Tech · 405 reviews

4.5
2

TrueFoundry

by TrueFoundry · 59 reviews

4.6
3

Encord

by Encord · 65 reviews

4.8

All products

Ranked by G2 Grid position.

1

Databricks

by Databricks Inc. · 1,388 reviews

4.6
2

Gemini platform

by Google · 735 reviews

4.3
3

SAS Viya

by SAS Institute · 832 reviews

4.4
4

Google Cloud AutoML

by Google · 52 reviews

4.3
5

IBM watsonx.data

by IBM · 173 reviews

4.4

Showing 5 of 87