Amazon SageMaker Data Wrangler vs Zoho DataPrep

Amazon SageMaker Data Wrangler9.1Visit Zoho DataPrep8.9Visit

Higher score Amazon SageMaker Data Wrangler #2 in Data Preparation Software 9.1/10 Paid ✓ 3 of 3 features Visit Data Wrangler

vs

Zoho DataPrep #4 in Data Preparation Software 8.9/10 Free plan · 15-day trial Free planFree trial✓ 3 of 3 features Visit Zoho DataPrep

• Amazon SageMaker Data Wrangler fits best

  AWS-based machine-learning preparation

• Zoho DataPrep fits best

  Affordable managed data pipelines

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Side by side

Feature	Amazon SageMaker Data Wrangler 9.1/10 Visit ↗	Zoho DataPrep 8.9/10 Visit ↗
At a glance
Editor score	9.1	8.9
Ranking	#2 in Data Preparation Software	#4 in Data Preparation Software
Best for	AWS-based machine-learning preparation	Affordable managed data pipelines
Pricing model	Paid	Free plan + paid
Starting price	—	$40/mo
Free plan	—	✓ (best)
Free trial	—	15 days
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Email, Phone, Tickets, Community, Docs
Integrations	10 integrations	70+ integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Amazon SageMaker Data Wrangler 3/3 · Zoho DataPrep 3/3
Data profiling	✓	✓
Visual workflows	✓	✓
Scheduled runs	✓	✓
Specs
Deployment	Cloud	Cloud
Source connectors	Not checked yet	5 connectors
Row limit	Not checked yet	20000 rows
Our review
Pros	More than 300 built-in transformations and custom code support Quality reports cover missing values, outliers, imbalance, and leakage Exports to SageMaker Pipelines, Feature Store, notebooks, and scripts	Free plan plus $40/month annual Standard pricing 250+ no-code transformations with profiling and quality analysis Scheduling, monitoring, APIs, AI, and extensive integrations
Cons	Usage-based pricing makes costs dependent on compute and processing Cloud-only deployment limits offline and self-hosted workflows Its broadest ecosystem fit is within AWS and connected services	Standard limits teams to 5 data sources and 2 destinations Free plan is limited to 1 user and file exports Advanced enterprise governance requires the Enterprise plan
Our verdict	Amazon SageMaker Data Wrangler is a cloud data-preparation capability for machine-learning teams working with tabular, time-series, text, and image data. Its visual and natural-language interfaces support importing, profiling, cleaning,… Read the review →	Zoho DataPrep is a cloud-based, self-service data preparation and ETL platform for data analysts, business users, data engineers, and data scientists. It connects to files, databases, cloud storage, business applications, and APIs, then… Read the review →

Strengths and trade-offs

• Amazon SageMaker Data Wrangler — where it wins

  • More than 300 built-in transformations and custom code support
  • Quality reports cover missing values, outliers, imbalance, and leakage
  • Exports to SageMaker Pipelines, Feature Store, notebooks, and scripts

  Where it doesn't

  • Usage-based pricing makes costs dependent on compute and processing
  • Cloud-only deployment limits offline and self-hosted workflows
  • Its broadest ecosystem fit is within AWS and connected services

• Zoho DataPrep — where it wins

  • Free plan plus $40/month annual Standard pricing
  • 250+ no-code transformations with profiling and quality analysis
  • Scheduling, monitoring, APIs, AI, and extensive integrations

  Where it doesn't

  • Standard limits teams to 5 data sources and 2 destinations
  • Free plan is limited to 1 user and file exports
  • Advanced enterprise governance requires the Enterprise plan

• Amazon SageMaker Data Wrangler9.1/10 · Paid

  A capable AWS-centered workspace for preparing and analyzing machine-learning data.

  Visit Data WranglerFull verdict →
• Zoho DataPrep8.9/10 · Free plan · 15-day trial

  A broad, affordable cloud data pipeline platform with visual workflows and AI assistance.

  Visit Zoho DataPrepFull verdict →