Data Quality
Top Aperture Data Studio Alternatives and Competitors

Looking to upgrade or change your solution? Take away the guesswork and stay informed with end user feedback to identify and select the solution that best matches your needs.

Experian Aperture Data Studio (formerly Pandora) is an intelligent self-service data quality and enrichment platform that can be deployed in both cloud hosted and on premise environments. It unlocks the power of data to create opportunities for consumers, businesses, and society. Aperture Data Studio is a powerful and easy to use data management suite that helps you manage consumer data projects with confidence, in your own environment.

8.0

Composite
Score

+91

Emotional
Footprint

39

Reviews

Best Alternatives and Competitors to Aperture Data Studio

Compare how Aperture Data Studio stacks up to the competition in the areas that matter most to real users to short list options that will best fit your business needs.

PiLog Inc

PiLog Data Quality and Governance Suite

9.2

Composite
Score

+96

Emotional
Footprint

77

Reviews

Reviews Say

Compared to Aperture Data Studio, PiLog Data Quality and Governance Suite is:

More Inspiring

More Reliable

Better at Support

More Respectful

Easier to Implement

Easier to Customize

SAS

SAS Viya

8.8

Composite
Score

+95

Emotional
Footprint

78

Reviews

Reviews Say

Compared to Aperture Data Studio, SAS Viya is:

More Inspiring

More Reliable

Easier to Implement

More Respectful

More Innovative

Better at Training

Qlik Technologies Inc.

Talend Data Fabric

8.6

Composite
Score

+94

Emotional
Footprint

87

Reviews

Reviews Say

Compared to Aperture Data Studio, Talend Data Fabric is:

More Inspiring

More Reliable

Easier to Implement

Less Transparent

Worse at Integrating

Worse at Training

Microsoft Corporation

Microsoft Data Quality Services

8.5

Composite
Score

+92

Emotional
Footprint

38

Reviews

Reviews Say

Compared to Aperture Data Studio, Microsoft Data Quality Services is:

More Inspiring

More Reliable

More Respectful

Easier to Customize

Harder to Use

Worse at Training

Melissa Inc

Melissa Data Quality Suite

8.3

Composite
Score

+87

Emotional
Footprint

80

Reviews

Reviews Say

Compared to Aperture Data Studio, Melissa Data Quality Suite is:

More Inspiring

More Respectful

More Reliable

Less Efficient

Worse at Training

Less Caring

SAP

SAP Data Services

8.1

Composite
Score

+90

Emotional
Footprint

51

Reviews

Reviews Say

Compared to Aperture Data Studio, SAP Data Services is:

More Inspiring

More Reliable

Less Transparent

Less Respectful

Less Innovative

Worse at Training

Oracle

Oracle Enterprise Data Quality

8.1

Composite
Score

+87

Emotional
Footprint

84

Reviews

Reviews Say

Compared to Aperture Data Studio, Oracle Enterprise Data Quality is:

More Inspiring

More Reliable

More Respectful

Less Transparent

Less Innovative

Less Caring

Informatica LLC

Informatica Data Quality & Observability

8.1

Composite
Score

+95

Emotional
Footprint

49

Reviews

Reviews Say

Compared to Aperture Data Studio, Informatica Data Quality & Observability is:

More Inspiring

More Reliable

Harder to Use

Harder to Customize

Less Caring

Worse at Training

Global IDs Inc

Global IDs Data Ecosystem Evolution Platform

8.0

Composite
Score

+97

Emotional
Footprint

22

Reviews

Reviews Say

Compared to Aperture Data Studio, Global IDs Data Ecosystem Evolution Platform is:

More Inspiring

Easier to Implement

More Reliable

More Transparent

More Respectful

Worse at Training

ZoomInfo

Zoominfo Operations

8.0

Composite
Score

+92

Emotional
Footprint

39

Reviews

Reviews Say

Compared to Aperture Data Studio, Zoominfo Operations is:

More Inspiring

More Reliable

Less Transparent

Less Efficient

Worse at Integrating

Harder to Customize

Alteryx

Alteryx One

8.0

Composite
Score

+90

Emotional
Footprint

44

Reviews

Reviews Say

Compared to Aperture Data Studio, Alteryx One is:

More Inspiring

Less Innovative

Worse at Integrating

Less Caring

Less Transparent

Less Efficient

ChainSys

ChainSys Smart Data Platform

7.9

Composite
Score

+98

Emotional
Footprint

26

Reviews

Reviews Say

Compared to Aperture Data Studio, ChainSys Smart Data Platform is:

More Inspiring

More Reliable

Better at Support

More Respectful

More Transparent

Worse at Integrating

IBM

IBM InfoSphere QualityStage

7.9

Composite
Score

+86

Emotional
Footprint

57

Reviews

Reviews Say

Compared to Aperture Data Studio, IBM InfoSphere QualityStage is:

More Inspiring

More Reliable

Less Caring

Less Innovative

Less Transparent

Less Efficient

Validity

Validity DemandTools

7.8

Composite
Score

+88

Emotional
Footprint

29

Reviews

Reviews Say

Compared to Aperture Data Studio, Validity DemandTools is:

More Inspiring

More Respectful

Less Caring

Harder to Use

Less Transparent

Less Efficient

Symphonic Source Inc

Cloudingo

7.7

Composite
Score

+91

Emotional
Footprint

42

Reviews

Reviews Say

Compared to Aperture Data Studio, Cloudingo is:

More Inspiring

More Reliable

More Respectful

Harder to Customize

Harder to Use

Worse at Integrating

Ataccama

Ataccama ONE Platform

7.6

Composite
Score

+89

Emotional
Footprint

32

Reviews

Reviews Say

Compared to Aperture Data Studio, Ataccama ONE Platform is:

More Inspiring

More Reliable

Worse at Integrating

Harder to Use

Worse at Training

Harder to Customize

Most Popular Aperture Data Studio Comparisons