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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G2 Satisfaction Score

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Databricks

100

Overall Satisfaction Score

100

Top Industries of Reviewers:

Information Technology and Services

33%

Financial Services

29%

Computer Software

24%

Marketing and Advertising

14%

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: 9.2

9.4

Ease of Setup

Average: 9.1

9.1

Quality of Support

Average: 9.1

9.1

Ease of Admin

Average: 8.7

9.0

Google Cloud BigQuery

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

44%

Computer Software

25%

Retail

17%

Financial Services

15%

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: 9.2

9.0

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.1

8.9

Ease of Admin

Average: 8.7

9.0

Kyvos Semantic Layer

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

53%

Computer Software

26%

Computer & Network Security

19%

Computer Networking

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.6

Meets Requirements

Average: 9.2

9.7

Ease of Doing Business With

Average: 9.2

9.4

Ease of Setup

Average: 9.1

9.6

Quality of Support

Average: 9.1

9.7

Ease of Admin

Average: 8.7

9.1

Snowflake

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

41%

Computer Software

30%

Financial Services

15%

Marketing and Advertising

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.5

Meets Requirements

Average: 9.2

9.5

Ease of Doing Business With

Average: 9.2

9.5

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.1

9.2

Ease of Admin

Average: 8.7

9.3

ILUM

Overall Satisfaction Score

Top Industries of Reviewers:

Banking

25%

Computer Software

25%

Telecommunications

25%

Consulting

25%

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: 9.2

10.0

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.1

9.7

Ease of Admin

Average: 8.7

9.3

Apache Spark for Azure HDInsight

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

40%

Banking

20%

Education Management

20%

Airlines/Aviation

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.8

Meets Requirements

Average: 9.2

9.8

Ease of Doing Business With

Average: 9.2

9.8

Ease of Setup

Average: 9.1

9.9

Quality of Support

Average: 9.1

9.8

Ease of Admin

Average: 8.7

9.9

IBM watsonx.data

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

40%

Computer Software

38%

Retail

11%

Consulting

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.8

Meets Requirements

Average: 9.2

9.1

Ease of Doing Business With

Average: 9.2

9.6

Ease of Setup

Average: 9.1

8.6

Quality of Support

Average: 9.1

9.0

Ease of Admin

Average: 8.7

9.2

Starburst

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

35%

Financial Services

29%

Banking

19%

Computer Software

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.3

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 9.2

9.1

Ease of Setup

Average: 9.1

8.9

Quality of Support

Average: 9.1

9.1

Ease of Admin

Average: 8.7

9.2

Posit

Overall Satisfaction Score

Top Industries of Reviewers:

Research

31%

Higher Education

31%

Information Technology and Services

19%

Computer Software

19%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

9.6

Ease of Doing Business With

Average: 9.2

9.9

Ease of Setup

Average: 9.1

8.8

Quality of Support

Average: 9.1

9.5

Ease of Admin

Average: 8.7

7.3

#10

Teradata Vantage

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

30%

Financial Services

23%

Banking

23%

Telecommunications

23%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.1

Meets Requirements

Average: 9.2

9.5

Ease of Doing Business With

Average: 9.2

9.2

Ease of Setup

Average: 9.1

8.9

Quality of Support

Average: 9.1

9.0

Ease of Admin

Average: 8.7

8.6

#11

Control-M

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

52%

Banking

29%

Computer & Network Security

10%

Consumer Electronics

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.3

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 9.2

8.7

Ease of Setup

Average: 9.1

9.5

Quality of Support

Average: 9.1

8.6

Ease of Admin

Average: 8.7

8.7

#12

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: 9.2

9.4

Meets Requirements

Average: 9.2

9.1

Ease of Doing Business With

Average: 9.2

8.7

Ease of Setup

Average: 9.1

9.3

Quality of Support

Average: 9.1

9.5

Ease of Admin

Average: 8.7

8.6

#13

Dremio

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

39%

Information Technology and Services

28%

Computer Software

17%

Marketing and Advertising

17%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

9.4

Meets Requirements

Average: 9.2

9.3

Ease of Doing Business With

Average: 9.2

8.7

Ease of Setup

Average: 9.1

8.9

Quality of Support

Average: 9.1

8.5

Ease of Admin

Average: 8.7

8.2

#14

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: 9.2

9.4

Meets Requirements

Average: 9.2

8.4

Ease of Doing Business With

Average: 9.2

9.6

Ease of Setup

Average: 9.1

9.7

Quality of Support

Average: 9.1

8.9

Ease of Admin

Average: 8.7

9.5

#15

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: 9.2

9.1

Meets Requirements

Average: 9.2

9.2

Ease of Doing Business With

Average: 9.2

8.8

Ease of Setup

Average: 9.1

9.8

Quality of Support

Average: 9.1

9.1

Ease of Admin

Average: 8.7

8.7

#16

Azure Synapse Analytics

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

62%

Computer Software

19%

Retail

10%

Hospital & Health Care

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.8

Meets Requirements

Average: 9.2

9.4

Ease of Doing Business With

Average: 9.2

8.5

Ease of Setup

Average: 9.1

8.8

Quality of Support

Average: 9.1

9.1

Ease of Admin

Average: 8.7

8.6

#17

Microsoft SQL Server

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

53%

Computer Software

27%

Financial Services

10%

Hospital & Health Care

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.6

Meets Requirements

Average: 9.2

8.9

Ease of Doing Business With

Average: 9.2

8.5

Ease of Setup

Average: 9.1

8.5

Quality of Support

Average: 9.1

8.5

Ease of Admin

Average: 8.7

7.9

#18

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: 9.2

8.7

Meets Requirements

Average: 9.2

8.7

Ease of Doing Business With

Average: 9.2

8.7

Ease of Setup

Average: 9.1

9.0

Quality of Support

Average: 9.1

9.0

Ease of Admin

Average: 8.7

7.5

#19

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: 9.2

8.8

Meets Requirements

Average: 9.2

9.0

Ease of Doing Business With

Average: 9.2

9.0

Ease of Setup

Average: 9.1

8.2

Quality of Support

Average: 9.1

8.8

Ease of Admin

Average: 8.7

7.8

#20

Aerospike

Overall Satisfaction Score

Top Industries of Reviewers:

Marketing and Advertising

46%

Computer Software

23%

Internet

23%

Computer Networking

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.2

8.8

Meets Requirements

Average: 9.2

8.4

Ease of Doing Business With

Average: 9.2

9.1

Ease of Setup

Average: 9.1

9.1

Quality of Support

Average: 9.1

9.0

Ease of Admin

Average: 8.7

8.4