GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links.
Our commitment
Independent research methodology
Our researchers use a mix of verified reviews, independent research, and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology.
How GetApp verifies reviews
GetApp carefully verified over 2 million reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI.
How GetApp ensures transparency
GetApp lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. GetApp is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider’s website.

The Data Refinery
Data Doesn't Need to Be Difficult - Plug and play insights
The Data Refinery Alternatives & Competitors
Top 2 free alternatives
Total


31
123
51
features in common
31
features in common

Domo user ratings
Top features
Forecasting
Data Analysis Tools
API

The Data Refinery user ratings
Top features
Multiple Data Sources
Data Connectors
Self-service Analytics
Pricing
Value for money
What users say about Domo's value for money
Categories in common
Total


16
23
51
features in common
16
features in common

Tugger user ratings
Top features
Dashboard Creation
Data Mapping
Visual Analytics

The Data Refinery user ratings
Top features
Multiple Data Sources
Data Connectors
Self-service Analytics
Pricing
Starting from
£75/month
Value for money
What users say about Tugger's value for money
Categories in common
Total


25
157
51
features in common
25
features in common

Google Cloud user ratings
Top features
Virtual Server
Speech Recognition
Data Recovery

The Data Refinery user ratings
Top features
Multiple Data Sources
Data Connectors
Self-service Analytics
Pricing
Value for money
What users say about Google Cloud's value for money
Categories in common

Total


33
77
51
features in common
33
features in common

Zoho Analytics user ratings
Top features
Data Capture and Transfer
Data Cleansing
Role-Based Permissions

The Data Refinery user ratings
Top features
Multiple Data Sources
Data Connectors
Self-service Analytics
Pricing
Starting from
$30/month
Value for money
What users say about Zoho Analytics' value for money
Categories in common
Total


32
98
51
features in common
32
features in common

ClicData user ratings
Top features
Scorecards
Data Analysis Tools
Dashboard Creation

The Data Refinery user ratings
Top features
Multiple Data Sources
Data Connectors
Self-service Analytics
Pricing
Starting from
$300/month
Value for money
What users say about ClicData's value for money
Categories in common