App comparison
Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.
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.
Verified user reviews
GetApp maintains a proprietary database of millions of in-depth, verified user reviews across thousands of products in hundreds of software categories. Our data scientists apply advanced modeling techniques to identify key insights about products based on those reviews. We may also share aggregated ratings and select excerpts from those reviews throughout our site.
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.
Online Data Preparation Software
Last updated: January 2026
105 software options
Sponsored
Logi Symphony
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Analytics that work everywhere - including where your data a
Read more about Logi Symphony
Pyramid Decision Intelligence Platform
Analytics at the speed of business
Read more about Pyramid Decision Intelligence Platform
Zoho DataPrep
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
AI-powered no-code ETL Data Preparation platform
Read more about Zoho DataPrep
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Business intelligence & analytics
Read more about Tableau
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Database management and application development software
Read more about MongoDB
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
BI & dashboard software for multiple, large data sets
Read more about Sisense
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Self-service BI and Analytics platform
Read more about Zoho Analytics
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
The AI and Data Products Platform
Read more about Domo
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Business intelligence, financial reporting & sales analytics
Read more about Phocas
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
The Modern Data Platform made for data people.
Read more about ClicData
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Unlock insights with powerful data analysis.
Read more about Stata
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
The AI Platform for Enterprise Analytics
Read more about Alteryx Designer
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
No-code, data pipeline for advanced ETL, ELT and Reverse ETL
Read more about Hevo
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
The Enterprise Planning Platform
Read more about BOARD
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
A Unified Marketing Operations Platform Powered By Your Data
Read more about TapClicks
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Distributed search and analytics solution
Read more about Elastic Stack
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Business intelligence suite
Read more about IBM Cognos Analytics
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Workload automation and job scheduling orchestration tool
Read more about ActiveBatch
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Enterprise-level reporting tools for colleges & universities
Read more about Argos
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Low Code Enterprise Integration & ETL
Read more about BroadPeak
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Visual data science to make smart people smarter
Read more about Spotfire
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Cloud-based business Intelligence (BI) solution
Read more about Oracle Business Intelligence
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Business Intelligence & Dashboards for KPI-Driven Companies
Read more about datapine
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Location Insights you can trust.
Read more about CleverMaps
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Cloud-based business intelligence and analytics software
Read more about TARGIT Decision Suite