Cloud no-code ETL & data prep

Mungr vs Zoho DataPrep: Which One Should You Use in 2026?

Zoho DataPrep is a cloud no-code ETL tool inside the Zoho ecosystem, with 250+ built-in transformations and an AI assistant ("Ask Zia"). It also claims HIPAA and GDPR compliance. That claim is legitimate, but it is cloud compliance via certification and contracts, not the no-upload architecture Mungr uses. This page explains the difference fairly.

Quick comparison

Mungr vs Zoho DataPrep

	Mungr	Zoho DataPrep
Deployment	Browser, no install	Cloud
Where data is processed	In your browser. Nothing is uploaded	Uploaded to the Zoho cloud
File size limits	Tested at 10M+ rows; 1 GB per file on Pro	Standard plan covers 2M rows/month; Enterprise 100M+ rows/month
Pricing	Free up to 5GB; Pro from $29/mo	Free up to 20,000 rows/month; Standard $40/month billed annually; Enterprise custom
Cleaning depth	19 transforms, PII masking, regex presets, recipes	250+ transformations, AI assistant "Ask Zia", 70+ data connectors
PII / compliance	PII never leaves the browser, masked client-side	Claims HIPAA/GDPR via cloud certification and contracts (not a no-upload architecture)
Collaboration	Share recipes as JSON	Shared pipelines and workspaces
Learning curve	Clean a file in under 30 seconds	No-code, but you learn the Zoho ecosystem
Best for	Cleaning sensitive files with zero upload	Teams already in the Zoho ecosystem needing no-code ETL with AI assist

When Zoho DataPrep is the right choice

Zoho DataPrep is the right choice when you already live in the Zoho ecosystem and need a no-code ETL tool with AI-assisted cleaning, many data connectors, and cloud collaboration. Its HIPAA and GDPR compliance claims are legitimate within a certification-and-contract model, and for teams that are comfortable with cloud processing it is a solid option.

When Mungr is the right choice

Mungr is the right choice when your compliance requirement is architectural, not contractual: your data never leaves your device, so there is nothing to certify, no BAA to sign, and no cloud transfer to log. If the reason you need a cleaning tool is sensitive data, the difference between "compliant because we have a contract" and "compliant because upload is technically impossible" matters. Mungr is the second one.

FAQ

Frequently asked questions

Zoho DataPrep has a free tier up to 20,000 rows/month. The Standard plan is $40/month billed annually. Mungr is free up to 5GB, and Pro starts at $29/month.

Zoho claims HIPAA and GDPR compliance for its cloud platform through certifications and contractual agreements. Mungr takes a different route: data is processed in your browser and never uploaded, so compliance follows from architecture rather than contracts.

Yes. Zoho DataPrep runs in the cloud, so your data is uploaded to Zoho servers. Mungr processes everything client-side.

No. Mungr is a standalone browser tool with no ecosystem lock-in. You can clean a file from any source.

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Clean your messy file in under 30 seconds.

Free up to 5GB. No install. No upload. No credit card.

Your data stays on your device, always

Pricing and features accurate as of August 2026. Check Zoho DataPrep's official site for current details.