Best Data Preparation Software in 2026
Updated
In short: qsv is ranked #1 of 27 as of 4 October 2026, ahead of EasyMorph and OpenRefine. The best-ranked option with a free plan is EasyMorph. The lowest first paid tier on this page is AWS Glue DataBrew at $0.48/mo.
Data preparation software helps you organize and shape source data before using it in analysis or other workflows. Compare source connectors and visual workflows to understand how data can enter and move through preparation steps, then consider data profiling and row limits. Scheduled runs and deployment options may matter for recurring work or where the software needs to run. Free-plan availability and paid starting prices provide additional comparison points. The ranking opens with EasyMorph and Zoho DataPrep, followed by DataCleaner; OpenRefine and qsv are also among the first entries. Match the listed capabilities to your data sources, preparation preferences, and run requirements as you weigh the options.
27 data preparation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 qsv Top pick · 7.1 Free plan · $99.99/mo
#2 EasyMorph Runner-up · 7.0 Free plan · $50/mo
#3 OpenRefine Also great · 7.0 Free plan · Free
- Free planFree trial LinuxmacOSWebWindows
- Free plan
- Yes
- Data profiling
- Yes
- Visual workflows
- No
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms$99.99/mofirst paid tier About qsvVisit site - Free planFree trial apiself-hostedWebWindows
- Free plan
- Yes
- Paid from
- 75 /user/mo
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- hybrid
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms$50/mofirst paid tier About EasyMorphVisit site - Free plan LinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Data profiling
- Yes
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms - Free plan LinuxmacOSWindows
- Free plan
- Yes
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- desktop
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiWeb
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- cloud
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - Free planFree trial apiWeb
- Free plan
- Yes
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- cloud
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - self-hosted
- Free plan
- Yes
- Paid from
- 15 /user/mo
- Deployment
- hybrid
RecognisedDocumentedFree planPlatforms$15/mofirst paid tier About TableauVisit site - Free trial self-hostedWeb
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- hybrid
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiWeb
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- cloud
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms$0.48/mofirst paid tier About AWS Glue DataBrewVisit site - apiWeb
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- hybrid
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiWeb
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- cloud
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - WindowsmacOSLinux
- Free plan
- Yes
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms - WindowsmacOSLinux
- Free plan
- Yes
- Data profiling
- Yes
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms -
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - WindowsmacOS
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- desktop
- Scheduled runs
- No
RecognisedDocumentedFree planPlatforms - Windows
- Free plan
- Yes
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- Yes
- Visual workflows
- Yes
- Deployment
- cloud
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- No
- Data profiling
- Yes
- Visual workflows
- Yes
- Deployment
- hybrid
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms -
- Data profiling
- Yes
- Visual workflows
- Yes
- Scheduled runs
- Yes
RecognisedDocumentedFree planPlatforms - Windows
- Free plan
- No
- Deployment
- desktop
RecognisedDocumentedFree planPlatforms - Linux
- Deployment
- cloud
RecognisedDocumentedFree planPlatforms -
- Free plan
- Yes
- Deployment
- self_hosted
RecognisedDocumentedFree planPlatforms -
- Data profiling
- Yes
- Deployment
- self_hosted
RecognisedDocumentedFree planPlatforms -
- Free plan
- Yes
- Deployment
- self_hosted
RecognisedDocumentedFree planPlatforms
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data preparation software is ranked first on Everything Xiaomi?
qsv is ranked #1 of 27 with a score of 7.1. EasyMorph is second and OpenRefine third.
How many of these have a free plan?
5 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, AWS Glue DataBrew has the lowest first paid tier we found: $0.48/mo.
How is this list ranked?
Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on. Paid placements never change a rank.