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The Top 20 Big Data Analytics Software

Check out this list of the top Big Data Analytics Software products based on user satisfaction. A product's satisfaction score is calculated by a proprietary algorithm that factors in real-user satisfaction ratings from review data. Software buyers can compare products according to their satisfaction scores to streamline the buying process and quickly identify the best products based on the experiences of their peers.

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G2 Satisfaction Score

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Google Cloud BigQuery

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

37%

Computer Software

31%

Retail

19%

Financial Services

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.0

Meets Requirements

Average: 9.2

9.1

Ease of Doing Business With

Average: 8.1

8.8

Ease of Setup

Average: 8.0

9.0

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 7.9

8.8

Databricks Data Intelligence Platform

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

43%

Financial Services

25%

Computer Software

19%

Marketing and Advertising

12%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.2

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.1

9.3

Ease of Setup

Average: 8.0

9.0

Quality of Support

Average: 9.0

9.1

Ease of Admin

Average: 7.9

8.8

Kyvos Semantic Layer

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

49%

Information Technology and Services

30%

Computer & Network Security

19%

Banking

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.6

Meets Requirements

Average: 9.2

9.5

Ease of Doing Business With

Average: 8.1

9.3

Ease of Setup

Average: 8.0

9.6

Quality of Support

Average: 9.0

9.7

Ease of Admin

Average: 7.9

9.1

Snowflake

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

37%

Computer Software

29%

Financial Services

22%

Insurance

12%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.5

Meets Requirements

Average: 9.2

9.6

Ease of Doing Business With

Average: 8.1

9.4

Ease of Setup

Average: 8.0

9.5

Quality of Support

Average: 9.0

9.4

Ease of Admin

Average: 7.9

9.3

ILUM

Overall Satisfaction Score

Top Industries of Reviewers:

Telecommunications

31%

Banking

23%

Computer Software

23%

Consulting

23%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

9.8

Ease of Doing Business With

Average: 8.1

10.0

Ease of Setup

Average: 8.0

9.4

Quality of Support

Average: 9.0

9.7

Ease of Admin

Average: 7.9

9.2

Dataiku

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

52%

Manufacturing

19%

Banking

14%

Airlines/Aviation

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.0

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.1

9.4

Ease of Setup

Average: 8.0

8.8

Quality of Support

Average: 9.0

9.1

Ease of Admin

Average: 7.9

9.0

Starburst

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

31%

Banking

28%

Financial Services

25%

Computer Software

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 8.1

9.1

Ease of Setup

Average: 8.0

8.9

Quality of Support

Average: 9.0

9.1

Ease of Admin

Average: 7.9

9.1

IBM watsonx.data

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

41%

Computer Software

41%

Retail

11%

Financial Services

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.7

Meets Requirements

Average: 9.2

9.1

Ease of Doing Business With

Average: 8.1

9.2

Ease of Setup

Average: 8.0

8.2

Quality of Support

Average: 9.0

9.0

Ease of Admin

Average: 7.9

8.7

dbt

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

47%

Computer Software

33%

Financial Services

16%

Architecture & Planning

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

9.4

Ease of Doing Business With

Average: 8.1

8.5

Ease of Setup

Average: 8.0

9.2

Quality of Support

Average: 9.0

9.3

Ease of Admin

Average: 7.9

9.0

#10

Omniscope Evo

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

42%

Computer Software

25%

Chemicals

25%

Farming

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.2

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.1

10.0

Ease of Setup

Average: 8.0

8.8

Quality of Support

Average: 9.0

9.8

Ease of Admin

Average: 7.9

9.0

#11

Azure Databricks

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

52%

Computer Software

27%

Retail

11%

Financial Services

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.1

Meets Requirements

Average: 9.2

9.3

Ease of Doing Business With

Average: 8.1

8.9

Ease of Setup

Average: 8.0

8.8

Quality of Support

Average: 9.0

9.2

Ease of Admin

Average: 7.9

8.1

#12

Alteryx

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

31%

Information Technology and Services

29%

Accounting

26%

Banking

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.9

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 8.1

9.4

Ease of Setup

Average: 8.0

8.8

Quality of Support

Average: 9.0

8.3

Ease of Admin

Average: 7.9

8.8

#13

Dremio

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

48%

Information Technology and Services

24%

Computer Software

20%

Banking

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

9.0

Ease of Doing Business With

Average: 8.1

8.6

Ease of Setup

Average: 8.0

8.6

Quality of Support

Average: 9.0

8.3

Ease of Admin

Average: 7.9

7.4

#14

EXASOL

Overall Satisfaction Score

Top Industries of Reviewers:

Retail

25%

Consumer Services

25%

Hospital & Health Care

25%

Internet

25%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.9

Meets Requirements

Average: 9.2

10.0

Ease of Doing Business With

Average: 8.1

0.0

Ease of Setup

Average: 8.0

0.0

Quality of Support

Average: 9.0

8.6

Ease of Admin

Average: 7.9

0.0

#15

Azure Synapse Analytics

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

64%

Computer Software

16%

Hospital & Health Care

12%

Computer & Network Security

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.0

Meets Requirements

Average: 9.2

9.0

Ease of Doing Business With

Average: 8.1

8.6

Ease of Setup

Average: 8.0

9.5

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 7.9

9.1

#16

Teradata Vantage

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

40%

Financial Services

29%

Telecommunications

17%

Computer Software

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.8

Meets Requirements

Average: 9.2

9.3

Ease of Doing Business With

Average: 8.1

8.5

Ease of Setup

Average: 8.0

8.0

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 7.9

8.4

#17

Gigasheet

Overall Satisfaction Score

Top Industries of Reviewers:

Marketing and Advertising

45%

Information Technology and Services

27%

Research

18%

Banking

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

10.0

Meets Requirements

Average: 9.2

10.0

Ease of Doing Business With

Average: 8.1

0.0

Ease of Setup

Average: 8.0

0.0

Quality of Support

Average: 9.0

10.0

Ease of Admin

Average: 7.9

0.0

#18

Azure Data Lake Analytics

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

36%

Consumer Goods

27%

Consumer Services

18%

Information Technology and Services

18%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.6

Meets Requirements

Average: 9.2

8.8

Ease of Doing Business With

Average: 8.1

8.8

Ease of Setup

Average: 8.0

8.6

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 7.9

8.6

#19

Confluent

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

31%

Financial Services

25%

Computer Software

25%

Banking

19%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.4

Meets Requirements

Average: 9.2

9.0

Ease of Doing Business With

Average: 8.1

8.8

Ease of Setup

Average: 8.0

8.7

Quality of Support

Average: 9.0

8.5

Ease of Admin

Average: 7.9

8.3

#20

MATLAB

Overall Satisfaction Score

Top Industries of Reviewers:

Higher Education

39%

Electrical/Electronic Manufacturing

20%

Computer Software

20%

Information Technology and Services

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.5

Meets Requirements

Average: 9.2

8.8

Ease of Doing Business With

Average: 8.1

7.4

Ease of Setup

Average: 8.0

8.4

Quality of Support

Average: 9.0

8.8

Ease of Admin

Average: 7.9

8.6