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The Top 20 Big Data Processing And Distribution Systems

Check out this list of the top Big Data Processing And Distribution Systems 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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Google Cloud BigQuery

100

Overall Satisfaction Score

100

Top Industries of Reviewers:

Information Technology and Services

39%

Computer Software

25%

Retail

20%

Financial Services

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.3

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.8

9.0

Ease of Setup

Average: 8.5

9.2

Quality of Support

Average: 9.0

8.9

Ease of Admin

Average: 8.3

8.8

Databricks Data Intelligence Platform

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

35%

Information Technology and Services

29%

Computer Software

21%

Marketing and Advertising

15%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.3

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.8

9.4

Ease of Setup

Average: 8.5

9.1

Quality of Support

Average: 9.0

9.1

Ease of Admin

Average: 8.3

8.9

Snowflake

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

42%

Computer Software

31%

Financial Services

15%

Marketing and Advertising

12%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.4

Meets Requirements

Average: 9.2

9.6

Ease of Doing Business With

Average: 8.8

9.6

Ease of Setup

Average: 8.5

9.5

Quality of Support

Average: 9.0

9.3

Ease of Admin

Average: 8.3

9.0

Starburst

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

41%

Financial Services

26%

Computer Software

19%

Banking

15%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.4

Meets Requirements

Average: 9.2

8.7

Ease of Doing Business With

Average: 8.8

9.4

Ease of Setup

Average: 8.5

8.8

Quality of Support

Average: 9.0

9.0

Ease of Admin

Average: 8.3

8.7

AWS Lake Formation

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

40%

Higher Education

20%

Banking

20%

Financial Services

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.5

Meets Requirements

Average: 9.2

9.7

Ease of Doing Business With

Average: 8.8

9.7

Ease of Setup

Average: 8.5

9.5

Quality of Support

Average: 9.0

9.5

Ease of Admin

Average: 8.3

8.4

TIMi

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

38%

Information Technology and Services

23%

Banking

23%

Accounting

15%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.3

Meets Requirements

Average: 9.2

9.4

Ease of Doing Business With

Average: 8.8

9.3

Ease of Setup

Average: 8.5

9.6

Quality of Support

Average: 9.0

9.4

Ease of Admin

Average: 8.3

9.4

Dremio

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

41%

Information Technology and Services

29%

Computer Software

18%

Airlines/Aviation

12%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.7

Meets Requirements

Average: 9.2

9.4

Ease of Doing Business With

Average: 8.8

9.3

Ease of Setup

Average: 8.5

8.9

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 8.3

8.1

IBM watsonx.data

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

47%

Computer Software

26%

Consulting

16%

Financial Services

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.7

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 8.8

9.1

Ease of Setup

Average: 8.5

8.6

Quality of Support

Average: 9.0

8.5

Ease of Admin

Average: 8.3

8.6

Teradata Vantage

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

33%

Telecommunications

25%

Financial Services

23%

Banking

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.0

Meets Requirements

Average: 9.2

9.5

Ease of Doing Business With

Average: 8.8

9.4

Ease of Setup

Average: 8.5

8.6

Quality of Support

Average: 9.0

8.9

Ease of Admin

Average: 8.3

8.7

#10

Azure Synapse Analytics

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

60%

Computer Software

20%

Retail

10%

Hospital & Health Care

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.7

Meets Requirements

Average: 9.2

9.7

Ease of Doing Business With

Average: 8.8

8.1

Ease of Setup

Average: 8.5

9.8

Quality of Support

Average: 9.0

8.4

Ease of Admin

Average: 8.3

8.8

#11

Amazon EMR

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

39%

Computer Software

31%

Information Technology and Services

22%

Retail

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.2

Meets Requirements

Average: 9.2

8.5

Ease of Doing Business With

Average: 8.8

9.8

Ease of Setup

Average: 8.5

9.7

Quality of Support

Average: 9.0

9.4

Ease of Admin

Average: 8.3

9.7

#12

Control-M

Overall Satisfaction Score

Top Industries of Reviewers:

Computer & Network Security

33%

Information Technology and Services

33%

Consumer Goods

17%

Hospital & Health Care

17%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

10.0

Meets Requirements

Average: 9.2

10.0

Ease of Doing Business With

Average: 8.8

0.0

Ease of Setup

Average: 8.5

0.0

Quality of Support

Average: 9.0

10.0

Ease of Admin

Average: 8.3

0.0

#13

Azure Data Lake Store

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

65%

Automotive

13%

Computer Software

13%

Insurance

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.0

Meets Requirements

Average: 9.2

9.3

Ease of Doing Business With

Average: 8.8

8.9

Ease of Setup

Average: 8.5

9.7

Quality of Support

Average: 9.0

9.4

Ease of Admin

Average: 8.3

8.6

#14

Microsoft SQL Server

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

53%

Computer Software

29%

Hospital & Health Care

10%

Financial Services

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

9.1

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.8

9.0

Ease of Setup

Average: 8.5

9.0

Quality of Support

Average: 9.0

8.8

Ease of Admin

Average: 8.3

8.8

#15

Upsolver

Overall Satisfaction Score

Top Industries of Reviewers:

Internet

38%

Computer Software

25%

Marketing and Advertising

25%

Computer Networking

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.7

Meets Requirements

Average: 9.2

8.6

Ease of Doing Business With

Average: 8.8

10.0

Ease of Setup

Average: 8.5

9.1

Quality of Support

Average: 9.0

9.5

Ease of Admin

Average: 8.3

8.6

#16

Google Cloud Dataflow

Overall Satisfaction Score

Top Industries of Reviewers:

Entertainment

27%

Internet

27%

Computer Software

27%

Higher Education

18%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.9

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.8

9.5

Ease of Setup

Average: 8.5

8.6

Quality of Support

Average: 9.0

8.1

Ease of Admin

Average: 8.3

8.9

#17

Confluent

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

35%

Information Technology and Services

30%

Financial Services

22%

Banking

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.7

Meets Requirements

Average: 9.2

9.1

Ease of Doing Business With

Average: 8.8

9.3

Ease of Setup

Average: 8.5

8.5

Quality of Support

Average: 9.0

8.7

Ease of Admin

Average: 8.3

9.5

#18

OpenText Vertica

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

37%

Computer Software

31%

Financial Services

18%

Hospital & Health Care

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.9

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 8.8

8.9

Ease of Setup

Average: 8.5

8.4

Quality of Support

Average: 9.0

8.2

Ease of Admin

Average: 8.3

8.8

#19

Snowplow

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

31%

Marketing and Advertising

23%

Information Technology and Services

23%

Retail

23%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.2

Meets Requirements

Average: 9.2

9.6

Ease of Doing Business With

Average: 8.8

9.6

Ease of Setup

Average: 8.5

7.2

Quality of Support

Average: 9.0

9.5

Ease of Admin

Average: 8.3

8.3

#20

Posit

Overall Satisfaction Score

Top Industries of Reviewers:

Research

32%

Higher Education

32%

Information Technology and Services

20%

Computer Software

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.1

8.6

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 8.8

9.1

Ease of Setup

Average: 8.5

8.6

Quality of Support

Average: 9.0

8.9

Ease of Admin

Average: 8.3

8.3