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Head-to-head · Data Preparation Software

Amazon SageMaker Data Wrangler vs EasyMorph

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Amazon SageMaker Data Wrangler #2 in Data Preparation Software 9.1/10 Paid ✓ 3 of 3 features Visit Data Wrangler
EasyMorph #8 in Data Preparation Software 8.0/10 Free plan · 30-day trial Free planFree trial✓ 3 of 3 features Visit EasyMorph

Amazon SageMaker Data Wrangler leads on 0 checks, EasyMorph on 1, and 3 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAmazon SageMaker Data Wrangler · 9.1/10
  • Free planonly EasyMorph
  • Free trialonly EasyMorph

Amazon SageMaker Data Wrangler scores higher on our rubric for data preparation software: 9.1 against 8.0 out of 10; our editors rank them #2 and #8.

EasyMorph offers free plan; Amazon SageMaker Data Wrangler doesn't. On deployment, EasyMorph gives you Hybrid where Amazon SageMaker Data Wrangler offers Cloud.

Amazon SageMaker Data Wrangler is the better fit for AWS-based machine-learning preparation. EasyMorph is the better fit for teams needing visual automation and governance.

  • Amazon SageMaker Data Wrangler fits best

    AWS-based machine-learning preparation

  • EasyMorph fits best

    Teams needing visual automation and governance

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Side by side

Feature Amazon SageMaker Data Wrangler 9.1/10 Visit ↗ EasyMorph 8.0/10 Visit ↗
At a glance
Editor score 9.1 8.0
Ranking #2 in Data Preparation Software #8 in Data Preparation Software
Best for AWS-based machine-learning preparation Teams needing visual automation and governance
Pricing model Paid Free plan + paid
Starting price — $900/user/yr
Free plan — ✓ (best)
Free trial — 30 days
Deployment Cloud Desktop, Self-hosted, Browser extension
Platforms Web Windows, Web
Support Docs Email, Community, Docs
Integrations 10 integrations 50+ integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Amazon SageMaker Data Wrangler 3/3 · EasyMorph 3/3
Data profiling ✓ ✓
Visual workflows ✓ ✓
Scheduled runs ✓ ✓
Specs
Deployment Cloud Hybrid
Source connectors Not checked yet Not checked yet
Row limit Not checked yet Not checked yet
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
  • Time-unlimited free desktop edition with profiling and file/database support
  • Visual workflows cover cleansing, queries, branching, loops, and scheduling
  • Hybrid deployment includes on-premises Hub execution and browser-based delivery
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
  • The desktop application is available for Windows
  • Hub capabilities require separate per-server annual plans
  • Advanced collaboration and security features begin on higher Hub tiers
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 →

EasyMorph is a visual, low-code data preparation and automation platform for analysts, business users, and data engineering teams. Its Windows desktop application supports importing, profiling, transforming, and exporting data from files,…

Read the review →
  1. Amazon SageMaker Data WranglerData Preparation Software 9.1Paid
  2. EasyMorphData Preparation Software 8.0Free plan · 30-day trial

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

  • EasyMorph — where it wins

    • Time-unlimited free desktop edition with profiling and file/database support
    • Visual workflows cover cleansing, queries, branching, loops, and scheduling
    • Hybrid deployment includes on-premises Hub execution and browser-based delivery

    Where it doesn't

    • The desktop application is available for Windows
    • Hub capabilities require separate per-server annual plans
    • Advanced collaboration and security features begin on higher Hub tiers

More comparisons

All data preparation software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update