The Top 20 Big Data Integration Platforms

Check out this list of the top Big Data Integration Platforms 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

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

41%

Computer Software

28%

Retail

17%

Financial Services

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.2

Meets Requirements

Average: 9.4

9.3

Ease of Doing Business With

Average: 8.9

8.8

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.4

8.8

Ease of Admin

Average: 8.6

8.9

Workato

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

43%

Information Technology and Services

40%

Financial Services

Retail

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.2

Meets Requirements

Average: 9.4

9.2

Ease of Doing Business With

Average: 8.9

9.5

Ease of Setup

Average: 9.1

9.1

Quality of Support

Average: 9.4

9.3

Ease of Admin

Average: 8.6

9.3

Alteryx

Overall Satisfaction Score

Top Industries of Reviewers:

Financial Services

32%

Information Technology and Services

26%

Accounting

26%

Banking

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

8.9

Meets Requirements

Average: 9.4

8.9

Ease of Doing Business With

Average: 8.9

8.9

Ease of Setup

Average: 9.1

8.7

Quality of Support

Average: 9.4

8.4

Ease of Admin

Average: 8.6

8.3

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

42%

Information Technology and Services

21%

Financial Services

21%

Real Estate

16%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.6

Ease of Doing Business With

Average: 8.9

9.9

Ease of Setup

Average: 9.1

9.7

Quality of Support

Average: 9.4

9.8

Ease of Admin

Average: 8.6

9.7

Snowflake

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

33%

Information Technology and Services

32%

Financial Services

24%

Marketing and Advertising

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.1

Meets Requirements

Average: 9.4

9.3

Ease of Doing Business With

Average: 8.9

9.5

Ease of Setup

Average: 9.1

9.2

Quality of Support

Average: 9.4

9.1

Ease of Admin

Average: 8.6

9.1

ILUM

Overall Satisfaction Score

Top Industries of Reviewers:

Telecommunications

40%

Computer Software

20%

Banking

20%

Consulting

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.5

Meets Requirements

Average: 9.4

9.8

Ease of Doing Business With

Average: 8.9

9.7

Ease of Setup

Average: 9.1

9.5

Quality of Support

Average: 9.4

9.8

Ease of Admin

Average: 8.6

9.4

Skyvia

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

32%

Computer Software

28%

Marketing and Advertising

27%

Financial Services

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.6

Ease of Doing Business With

Average: 8.9

9.8

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.4

9.9

Ease of Admin

Average: 8.6

9.6

Gathr.ai

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

79%

Computer Software

14%

Accounting

Computer & Network Security

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.6

Ease of Doing Business With

Average: 8.9

0.0

Ease of Setup

Average: 9.1

9.7

Quality of Support

Average: 9.4

9.8

Ease of Admin

Average: 8.6

0.0

Peliqan

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

53%

Marketing and Advertising

24%

Education Management

12%

Accounting

12%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.4

Ease of Doing Business With

Average: 8.9

9.4

Ease of Setup

Average: 9.1

9.4

Quality of Support

Average: 9.4

9.3

Ease of Admin

Average: 8.6

9.1

#10

Coefficient

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

40%

Computer Software

26%

Marketing and Advertising

21%

Financial Services

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.3

Meets Requirements

Average: 9.4

9.0

Ease of Doing Business With

Average: 8.9

9.0

Ease of Setup

Average: 9.1

9.0

Quality of Support

Average: 9.4

8.9

Ease of Admin

Average: 8.6

8.9

#11

SnapLogic Intelligent Integration Platform (IIP)

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

47%

Computer Software

38%

Hospital & Health Care

Higher Education

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.0

Meets Requirements

Average: 9.4

8.8

Ease of Doing Business With

Average: 8.9

9.0

Ease of Setup

Average: 9.1

9.2

Quality of Support

Average: 9.4

8.6

Ease of Admin

Average: 8.6

9.1

#12

Weld

Overall Satisfaction Score

Top Industries of Reviewers:

Retail

41%

Computer Software

23%

Financial Services

23%

Marketing and Advertising

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.2

Meets Requirements

Average: 9.4

9.4

Ease of Doing Business With

Average: 8.9

9.9

Ease of Setup

Average: 9.1

9.0

Quality of Support

Average: 9.4

9.8

Ease of Admin

Average: 8.6

9.8

#13

Y42

Overall Satisfaction Score

Top Industries of Reviewers:

Retail

38%

Marketing and Advertising

25%

Computer Software

25%

Information Technology and Services

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.7

Ease of Doing Business With

Average: 8.9

9.9

Ease of Setup

Average: 9.1

9.7

Quality of Support

Average: 9.4

10.0

Ease of Admin

Average: 8.6

9.9

#14

IBM webMethods B2B

Overall Satisfaction Score

Top Industries of Reviewers:

Staffing and Recruiting

72%

Computer Software

12%

Information Services

Logistics and Supply Chain

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.7

Meets Requirements

Average: 9.4

9.8

Ease of Doing Business With

Average: 8.9

9.5

Ease of Setup

Average: 9.1

8.7

Quality of Support

Average: 9.4

9.6

Ease of Admin

Average: 8.6

8.3

#15

Adriel

Overall Satisfaction Score

Top Industries of Reviewers:

Marketing and Advertising

79%

Cosmetics

Higher Education

Publishing

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.1

Meets Requirements

Average: 9.4

9.2

Ease of Doing Business With

Average: 8.9

10.0

Ease of Setup

Average: 9.1

9.0

Quality of Support

Average: 9.4

9.8

Ease of Admin

Average: 8.6

9.6

#16

CData Virtuality

Overall Satisfaction Score

Top Industries of Reviewers:

Management Consulting

29%

Retail

29%

Computer Software

29%

Cosmetics

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.6

Meets Requirements

Average: 9.4

9.8

Ease of Doing Business With

Average: 8.9

9.3

Ease of Setup

Average: 9.1

9.1

Quality of Support

Average: 9.4

10.0

Ease of Admin

Average: 8.6

9.5

#17

dbt

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

41%

Information Technology and Services

29%

Financial Services

15%

Marketing and Advertising

15%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.3

Meets Requirements

Average: 9.4

9.4

Ease of Doing Business With

Average: 8.9

8.8

Ease of Setup

Average: 9.1

8.6

Quality of Support

Average: 9.4

9.2

Ease of Admin

Average: 8.6

9.0

#18

Astro by Astronomer

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

40%

Financial Services

23%

Computer Software

23%

Marketing and Advertising

14%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.2

Meets Requirements

Average: 9.4

8.7

Ease of Doing Business With

Average: 8.9

8.6

Ease of Setup

Average: 9.1

8.4

Quality of Support

Average: 9.4

8.5

Ease of Admin

Average: 8.6

8.6

#19

Syncari

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

57%

Information Technology and Services

27%

Marketing and Advertising

13%

Financial Services

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.1

Meets Requirements

Average: 9.4

9.3

Ease of Doing Business With

Average: 8.9

10.0

Ease of Setup

Average: 9.1

8.8

Quality of Support

Average: 9.4

10.0

Ease of Admin

Average: 8.6

9.2

#20

Control-M

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

47%

Banking

23%

Retail

17%

Insurance

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 9.4

9.4

Meets Requirements

Average: 9.4

9.4

Ease of Doing Business With

Average: 8.9

8.7

Ease of Setup

Average: 9.1

9.2

Quality of Support

Average: 9.4

9.1

Ease of Admin

Average: 8.6

7.7