Head-to-head · Data Preparation Software
Alteryx Designer vs Amazon SageMaker Data Wrangler
Alteryx Designer leads on 0 checks, Amazon SageMaker Data Wrangler on 0, and 4 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 scoreAlteryx Designer · 9.2/10
- Most featuresAmazon SageMaker Data Wrangler · 3 of 3
Alteryx Designer scores higher on our rubric for data preparation software: 9.2 against 9.1 out of 10; our editors rank them #1 and #2.
On deployment, Alteryx Designer gives you Desktop where Amazon SageMaker Data Wrangler offers Cloud.
Alteryx Designer is the better fit for enterprise visual data preparation. Amazon SageMaker Data Wrangler is the better fit for AWS-based machine-learning preparation.
- Alteryx Designer fits best
Enterprise visual data preparation
- Amazon SageMaker Data Wrangler fits best
AWS-based machine-learning preparation
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Side by side
| Feature | Alteryx Designer 9.2/10 Visit ↗ | Amazon SageMaker Data Wrangler 9.1/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.2 | 9.1 |
| Ranking | #1 in Data Preparation Software | #2 in Data Preparation Software |
| Best for | Enterprise visual data preparation | AWS-based machine-learning preparation |
| Pricing model | Paid | Paid |
| Starting price | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Deployment | Desktop | Cloud |
| Platforms | Windows, macOS | Web |
| Support | Docs, Community | Docs |
| Integrations | 80+ integrations | 10 integrations |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features Alteryx Designer 2/3 · Amazon SageMaker Data Wrangler 3/3 | ||
| Data profiling | ✓ | ✓ |
| Visual workflows | ✓ | ✓ |
| Scheduled runs | Not checked yet | ✓ (best) |
| Specs | ||
| Deployment | Desktop | Cloud |
| Source connectors | Not checked yet | Not checked yet |
| Row limit | Not checked yet | Not checked yet |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | Alteryx Designer is a desktop application for analysts who need to prepare, blend, analyze, and visualize data through repeatable visual workflows. Its drag-and-drop approach supports code-free analytics, data profiling, spatial and… Read the review → |
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 → |
Strengths and trade-offs
Alteryx Designer — where it wins
- Drag-and-drop workflows with profiling, blending, and 300+ automation tools
- Connects to 80+ data sources and major cloud, database, and analytics platforms
- Supports AI assistance, APIs, SDKs, and spatial and prescriptive analytics
Where it doesn't
- There is no free plan
- The entry price is 250
- Starter Edition is cloud-only, while Designer is a desktop product
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
- Alteryx Designer9.2/10 · Paid
A capable visual preparation suite for enterprises, priced for committed teams.
Visit AlteryxFull verdict → - Amazon SageMaker Data Wrangler9.1/10 · Paid
A capable AWS-centered workspace for preparing and analyzing machine-learning data.
Visit Data WranglerFull verdict →
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All data preparation software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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