G2 Vendor Directory

Big Data Analytics

40

Products

8,695

Total reviews

4.5

Avg. rating

Databricks by Databricks Inc. leads the Big Data Analytics category with a 4.6 rating from 1,388 reviews. IBM watsonx.data has the strongest momentum in the category, up -15.4% quarter-over-quarter.

LLM citations

Monthly citations by AI answer engines for the top products in Big Data Analytics.

LLM citations · Big Data Analytics

Source: G2 review data

Key stats

Databricks

IBM watsonx.data

Enterprise

Category trends

How the Big Data Analytics market is moving, from G2 review and Grid data.

Which products are most adopted?
1
Google Cloud BigQuery787 2
Databricks730 3
Alteryx359 4
Snowflake348 5
Azure Databricks240
Which products climbed the Grid most?
1
Cloudera11 2
IBM watsonx.data11 3
EXASOL3 4
Azure Data Lake Analytics2 5
Alteryx1
Which products are reviewers switching to?
1
Databricks45 2
Snowflake16 3
Google Cloud BigQuery14 4
Savant Labs12 5
Azure Databricks12
Which products do enterprises choose?
1
Databricks320 2
Google Cloud BigQuery284 3
Alteryx222 4
Snowflake131 5
Qubole122
Which products do mid-market buyers choose?
1
Databricks284 2
Google Cloud BigQuery269 3
Snowflake168 4
Qubole104 5
Alteryx70
Which products do small businesses choose?
1
Google Cloud BigQuery226 2
Databricks119 3
Alteryx66 4
Azure Databricks60 5
Snowflake46

Fastest growing

Ranked by G2 Momentum score.

1

IBM watsonx.data

by IBM · 173 reviews

4.4
2

Snowflake

by Snowflake, Inc. · 762 reviews

4.6
3

Starburst

by Starburst · 127 reviews

4.3

All products

Ranked by G2 Grid position.

1

Databricks

by Databricks Inc. · 1,388 reviews

4.6
2

Google Cloud BigQuery

by Google · 1,223 reviews

4.5
3

Snowflake

by Snowflake, Inc. · 762 reviews

4.6
4

IBM watsonx.data

by IBM · 173 reviews

4.4
5

Alteryx

by Alteryx · 965 reviews

4.6

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