Best Data Preparation Software in 2026
Updated
In short: Zoho DataPrep is ranked #1 of 23 as of 4 October 2026, ahead of EasyMorph and DataCleaner. 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.
Before data moves into analysis, preparation tools can help you inspect, clean, and shape it for use. Compare source connectors and visual workflows to understand how data can enter and move through a preparation process. Data profiling, row limits, and deployment add other dimensions to assess, while scheduled runs matter when preparation needs to recur. Free-plan availability and the paid-from price provide cost context. EasyMorph, Amazon SageMaker Autopilot, and OpenRefine are among the options to compare against your sources, preferred workflow, and run requirements.
23 data preparation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Recognised 40% · Phone app 26% · Documented 20% · Free plan 14% of the score
- 1 Zoho DataPrep No phone app RecognisedPhone appDocumentedFree plan 8.1Free Data profiling: YesVisual workflows: YesDeployment: cloud
- 2 EasyMorph No phone app RecognisedPhone appDocumentedFree plan 8.1$50/mo Data profiling: YesVisual workflows: YesDeployment: hybrid
- 3 DataCleaner No phone app RecognisedPhone appDocumentedFree plan 7.4Free Data profiling: YesVisual workflows: YesDeployment: desktop
- 4 OpenRefine No phone app RecognisedPhone appDocumentedFree plan 7.3Free Data profiling: YesDeployment: desktop
- 5 Talend Cloud Data Preparation No phone app RecognisedPhone appDocumentedFree plan 7.0 Data profiling: YesVisual workflows: YesDeployment: hybrid
- 6 qsv No phone app RecognisedPhone appDocumentedFree plan 7.0$99.99/mo Data profiling: YesVisual workflows: NoDeployment: desktop
- 7 Alteryx Designer No phone app RecognisedPhone appDocumentedFree plan 6.9 Data profiling: YesVisual workflows: YesDeployment: desktop
- 8 Frictionless Framework No phone app RecognisedPhone appDocumentedFree plan 6.9Free Data profiling: YesDeployment: self_hosted
- 9 AWS Glue DataBrew No phone app RecognisedPhone appDocumentedFree plan 6.8$0.48/mo Data profiling: YesVisual workflows: YesDeployment: cloud
- 10 SAS Data Preparation No phone app RecognisedPhone appDocumentedFree plan 6.4 Data profiling: YesVisual workflows: YesDeployment: hybrid
- 11 Datameer No phone app RecognisedPhone appDocumentedFree plan 6.4 Data profiling: YesVisual workflows: YesDeployment: cloud
- 12 Tableau No phone app RecognisedPhone appDocumentedFree plan 6.4$15/mo Deployment: hybrid
- 13 csvkit No phone app RecognisedPhone appDocumentedFree plan 6.1 Data profiling: YesDeployment: desktop
- 14 Easy Data Transform No phone app RecognisedPhone appDocumentedFree plan 5.7 Data profiling: YesVisual workflows: YesDeployment: desktop
- 15 Rons Data Edit No phone app RecognisedPhone appDocumentedFree plan 5.7 Deployment: desktop
- 16 Bumblebee No phone app RecognisedPhone appDocumentedFree plan 5.6 Data profiling: YesVisual workflows: Yes
- 17 CSV Engine No phone app RecognisedPhone appDocumentedFree plan 5.5 Visual workflows: YesDeployment: cloud
- 18 DeepTable No phone app RecognisedPhone appDocumentedFree plan 5.5 Deployment: cloud
- 19 Open Data Editor No phone app RecognisedPhone appDocumentedFree plan 5.4 Deployment: desktop
- 20 Wrangell Data No phone app RecognisedPhone appDocumentedFree plan 5.4
- 21 Microsoft Planner No phone app RecognisedPhone appDocumentedFree plan 5.1
- 22 CSV Editor Pro No phone app RecognisedPhone appDocumentedFree plan 4.9 Deployment: desktop
- 23 Turbo Excel Cleaner No phone app RecognisedPhone appDocumentedFree plan 4.5 Deployment: desktop
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 Samsung Mobile US Press?
Zoho DataPrep is ranked #1 of 23 with a score of 8.1. EasyMorph is second and DataCleaner third.
How many of these have a free plan?
6 of the 23 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.