Best Amazon SageMaker Data Wrangler Alternatives in 2026
The top Amazon SageMaker Data Wrangler alternatives are Alteryx Designer, AWS Glue DataBrew and Zoho DataPrep: 15 data preparation software our editors would look at instead of Amazon SageMaker Data Wrangler, in our ranking order.
Amazon SageMaker Data Wrangler: A capable AWS-centered workspace for preparing and analyzing machine-learning data. Where it falls short: usage-based pricing makes costs dependent on compute and processing.
Switching from Amazon SageMaker Data Wrangler? For most data preparation software buyers the best Amazon SageMaker Data Wrangler alternative is Alteryx Designer, built for enterprise visual data preparation. On a budget, Tableau starts at $15/user/mo. Zoho DataPrep has a free plan, which Amazon SageMaker Data Wrangler does not. Zoho DataPrep offers the most source connectors (5 connectors).
Why People Look for an Amazon SageMaker Data Wrangler Alternative
- 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
- No free plan — 8 of the alternatives below have it
Quick Picks by What You Need
- Best overallAlteryx Designer9.2
Enterprise visual data preparation
Visit Alteryx Designer - Lowest priceTableau7.5
Paid plans from $15/user/mo
Visit Tableau - Best free optionZoho DataPrep8.9
Has a free plan (Amazon SageMaker Data Wrangler has none)
Visit Zoho DataPrep - Most source connectorsZoho DataPrep8.9
5 connectors
Visit Zoho DataPrep
All 15 Amazon SageMaker Data Wrangler Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forEnterprise visual data preparation
- Better than Amazon SageMaker Data Wrangler:
- Editor score 9.2 vs 9.1
A capable visual preparation suite for enterprises, priced for committed teams.
- Visual workflows
- Data profiling
9.2/10★★★★★Visit Alteryx -
Best forLow-cost AWS data preparation
A capable AWS-native choice for visual preparation, profiling, and scheduled data jobs.
- Scheduled runs
- Visual workflows
- Data profiling
9.0/10★★★★☆Visit AWS Glue -
Best forAffordable managed data pipelines
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A broad, affordable cloud data pipeline platform with visual workflows and AI assistance.
- Scheduled runs
- Visual workflows
- Data profiling
8.9/10★★★★☆Visit Zoho DataPrep -
Best forGoverned enterprise data preparation
Governed data preparation with profiling, reusable recipes, automation, and hybrid deployment.
- Scheduled runs
- Visual workflows
- Data profiling
8.8/10★★★★☆Visit Talend -
Best forGoverned enterprise data preparation
A broad SAS Viya data-preparation offering for governed enterprise workflows.
- Scheduled runs
- Visual workflows
- Data profiling
8.7/10★★★★☆Visit SAS -
Best forFree open-source data cleanup
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A flexible local workspace for exploring, cleaning, reconciling, and exporting messy datasets.
- Data profiling
8.2/10★★★★☆Visit OpenRefine -
Best forTeams needing visual automation and governance
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A visual data workflow platform with free desktop access and hybrid deployment options.
- Scheduled runs
- Visual workflows
- Data profiling
8.0/10★★★★☆Visit EasyMorph -
Best forAnalytics teams that also need preparation
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A broad analytics platform for teams that need preparation alongside visualization.
7.5/10★★★★☆Visit Tableau -
Best forSnowflake-centered transformation teams
A Snowflake-focused preparation platform combining visual workflows, SQL, quality checks, and documentation.
- Scheduled runs
- Visual workflows
- Data profiling
7.5/10★★★★☆Visit Datameer -
Best forFree visual data-quality workflows
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A free visual toolkit for building data-quality workflows across files and databases.
- Scheduled runs
- Visual workflows
- Data profiling
7.4/10★★★★☆Visit DataCleaner -
Best forPower users processing many tabular formats
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A capable free toolkit for power users working across tabular formats.
- Data profiling
7.3/10★★★★☆Visit qsv -
Best forCLI-based CSV engineering
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A capable free toolkit for repeatable CSV workflows, if you prefer the command line.
- Data profiling
7.2/10★★★★☆Visit csvkit -
Best forProgrammatic validation and transformation
A flexible self-hosted toolkit for validating and transforming tabular data programmatically.
- Data profiling
7.1/10★★★★☆Visit Frictionless -
Best forLocal visual transformation on desktop
A capable local data-wrangling desktop app with broad formats and no built-in scheduling.
- Visual workflows
- Data profiling
7.0/10★★★★☆Visit site -
Best forAffordable structured CSV and Excel cleanup
- Better than Amazon SageMaker Data Wrangler:
- Free plan
A focused web tool for recurring CSV and Excel cleanup workflows.
- Visual workflows
6.8/10★★★☆☆Visit CSV Engine
Amazon SageMaker Data Wrangler Alternatives: Common Questions
What is the best alternative to Amazon SageMaker Data Wrangler?
Alteryx Designer: #1 in our Data Preparation Software ranking, with an editor score of 9.2 out of 10. A capable visual preparation suite for enterprises, priced for committed teams.
Is there a free alternative to Amazon SageMaker Data Wrangler?
Yes. Zoho DataPrep, OpenRefine, EasyMorph, Tableau and DataCleaner have a free plan or a free tier (9 of the 15 alternatives on this page).
What is the cheapest paid alternative to Amazon SageMaker Data Wrangler?
Of the alternatives here that publish a price, Tableau starts lowest, at $15/user/mo.
Why do people look for Amazon SageMaker Data Wrangler alternatives?
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.
Which Amazon SageMaker Data Wrangler alternative has the most source connectors?
Zoho DataPrep, with 5 connectors.
How do I switch from Amazon SageMaker Data Wrangler?
Export your data from Amazon SageMaker Data Wrangler (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Amazon SageMaker Data Wrangler.
How to Switch from Amazon SageMaker Data Wrangler
- Export your data from Amazon SageMaker Data Wrangler (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Amazon SageMaker Data Wrangler.
Amazon SageMaker Data Wrangler vs Each Alternative
| # | Tool | Free plan | Paid from | Data profiling | Visual workflows | Deployment | Scheduled runs | Score |
|---|---|---|---|---|---|---|---|---|
| 2 | Amazon SageMaker Data Wrangler | No | Yes | Yes | Cloud | Yes | 9.1 | |
| 1 | Alteryx Designer | No | Yes | Yes | Desktop | 9.2 | ||
| 2 | AWS Glue DataBrew | No | $0.48/unit usage-based | Yes | Yes | Cloud | Yes | 9.0 |
| 3 | Zoho DataPrep | Yes | $40/mo | Yes | Yes | Cloud | Yes | 8.9 |
| 4 | Talend Cloud Data Preparation | Yes | Yes | Hybrid | Yes | 8.8 | ||
| 5 | SAS Data Preparation | No | Yes | Yes | Hybrid | Yes | 8.7 | |
| 6 | OpenRefine | Yes | Free | Yes | Desktop | 8.2 | ||
| 7 | EasyMorph | Yes | $900/user/yr | Yes | Yes | Hybrid | Yes | 8.0 |
| 8 | Tableau | Yes | $15/user/mo | Hybrid | 7.5 | |||
| 9 | Datameer | No | Yes | Yes | Cloud | Yes | 7.5 | |
| 10 | DataCleaner | Yes | Free | Yes | Yes | Desktop | Yes | 7.4 |
| 11 | qsv | Yes | Free | Yes | No | Desktop | 7.3 | |
| 12 | csvkit | Yes | Free | Yes | Desktop | 7.2 | ||
| 13 | Frictionless Framework | Free | Yes | Self_hosted | 7.1 | |||
| 14 | Easy Data Transform | No | $99/user one-time | Yes | Yes | Desktop | No | 7.0 |
| 15 | CSV Engine | Yes | $15/mo | Yes | Cloud | 6.8 |
Head-to-Head
- Amazon SageMaker Data Wrangler vs Alteryx Designer
- Amazon SageMaker Data Wrangler vs AWS Glue DataBrew
- Amazon SageMaker Data Wrangler vs Zoho DataPrep
- Amazon SageMaker Data Wrangler vs Talend Cloud Data Preparation
- Amazon SageMaker Data Wrangler vs SAS Data Preparation
- Amazon SageMaker Data Wrangler vs OpenRefine
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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