Top 10 Azure Data Factory Alternatives 2026
Streamline your data integration with cloud-based power.
Main Features
- Customer Pipeline
- Debugging
- Monitoring
- Orchestrator
Pricing
Azure Data Factory offers custom pricing plan
Azure Data Factory is a ETL Tools platform with a user rating of 4.6★ based on 40 reviews. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 10 vetted ETL Tools alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Azure Data Factory vs Top Alternatives at a Glance
Side-by-side comparison of pricing, user rating, and free trial availability to help you decide faster.
| Tool | Best For | Pricing | Rating | Free Option |
|---|---|---|---|---|
| Azure Data Factory Current | ETL Tools | Custom pricing | 4.6 ★ | ✗ No |
 hotglue | ETL Tools | $199 | 4.9 ★ | ✗ No |
 Power My Analytics | ETL Tools | $24.96 | 4.7 ★ | ✓ Yes |
 CloverDX | ETL Tools | Free trial | 4.7 ★ | ✓ Yes |
 Dexi.io | ETL Tools | Custom pricing | 4.6 ★ | ✗ No |
 Hevo | ETL Tools | $149 | 4.4 ★ | ✓ Yes |
Showing 1-10 out of 10
List of the Top Azure Data Factory alternatives as of October 2026
Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.
8.7
SpotScore
hotglue — from $199 · 4.87★
Effortless data integration for seamless workflows.
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What is hotglue?
hotglue is a unified way to process and integrate data from different sources. It is a command-line application for extracting, transformations and loading data from various databases. Individuals can use different character sets and collations, specify date formats and describe foreign keys ...
Read moreWhat reviewers like about hotglue
- Quick integrations and effective tool.
- Reliable and responsive support team.
- Flexible and easy to configure.
Where hotglue falls short
- The tool can be complex for newcomers without proper support.
- Limited selection in the Marketplace for additional apps and connectors.
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Filtering
-
Data Extraction
+ 7 more
Pricing
Starts from $199/Month
8.4
SpotScore
Power My Analytics — from $24.96 · 4.67★
Effortlessly automate your marketing reports.
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What is Power My Analytics?
Power My Analytics, with its tagline of "Automate Marketing Reports," is a robust reporting automation tool specifically designed for digital marketers. The tool seamlessly collects data from various popular platforms such as Facebook, Instagram, Microsoft Ads, Twitter, LinkedIn, Mailchimp, ...
Read moreWhat reviewers like about Power My Analytics
- Simplifies workflow automation, enhancing productivity and efficiency for users.
- Clear interface and easy integration enable quick adoption and user satisfaction.
- Valuable tool for marketers and data analysts, excelling in data accuracy and offering top-notch templates.
Where Power My Analytics falls short
- Some users faced challenges with connectors failing and unreliable service.
- Limited customizations and functionality in certain areas like Shopify integration.
- Initial setup may be confusing for some users, requiring time to understand the process fully.
Common Features
No common features
Unique Features
-
Match & Merge
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Master Data Management
-
Data Integration
+ 1 more
Pricing
Free Trial available, Try Now
Starts from $24.96/Month when Billed Yearly
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9.1
SpotScore
CloverDX — 4.65★
Transform your data with ease and precision.
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What is CloverDX?
CloverDX is a powerful and robust toolset that helps user to automatically extract, transform and load data. Designed with end to end data availability in mind, CloverDX allows users to isolate and identify the source of any issue that leads to data. Cleanup missing data entries with the source ...
Read moreWhat reviewers like about CloverDX
- Highly visual layout that simplifies data transformation processes and tracking.
- Easy integration of components and additional transformation options for enhanced flexibility.
- Simplifies automation of tasks, providing a simple and effective UI.
Where CloverDX falls short
- Can be intimidating for newcomers without proper support due to the richness of features and customizations.
- Limited selection in the Marketplace for additional apps and connectors, restricting some advanced functionalities like support for certain data types.
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Filtering
-
Data Extraction
+ 6 more
Pricing
Free Trial available, Try Now
CloverDX offers custom pricing plan
9.0
SpotScore
Dexi.io — 4.63★
Streamline your data pipeline with Dexi.io.
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What is Dexi.io?
Dexi is an ETL (extract, transform, load) platform for building data pipelines. It allows user to connect to multiple data sources and build online or batch workflows to move, cleanse and crunch the data. Dexi offers a comfortable and easy-to-use drag and drop environment where engineers, data ...
Read moreWhat reviewers like about Dexi.io
- Drag-and-drop interface
- Multiple data source connections
- Batch and online workflows
Where Dexi.io falls short
- May require technical expertise
- Limited documentation
- Performance can vary
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Extraction
-
API Integration
+ 7 more
Pricing
Dexi.io offers custom pricing plan
9.8
SpotScore
Hevo — from $149 · 4.36★
Streamline your data flow and unleash your potential.
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What is Hevo?
Hevo makes it easy to get the analysis-ready data you need to power your data warehouse. Our no-code platform is engineered for modern ETL, ELT and Reverse ETL scenarios, so data teams can streamline and automate their organizational data flows with ease. It even saves you up to 10 hours per ...
Read moreWhat reviewers like about Hevo
- Easy to use with a clean interface, suitable for users with varying technical expertise.
- Efficient data ingestion process, allowing quick analysis and data modeling.
- Customizable with features like SQL-based pipelines and Python-based transformations.
Where Hevo falls short
- Limited options in the Marketplace for additional apps and connectors may restrict advanced functionalities.
- Pricing might be a concern for some users, described as getting more expensive.
- Reliability of the tool needs improvement to enhance overall user experience.
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Filtering
-
Data Extraction
+ 8 more
Pricing
Free Trial available, Try Now
Starts from $149/Month when Billed Yearly, also offers free forever plan
8.6
SpotScore
CData Sync — from $999 · 4.3★
Seamlessly integrate data for optimal analysis.
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What is CData Sync?
CData Direct Solutions develop industry leading ETL (Extract, Transform, and Load) data movement software and services for users across all market sectors. Its aim is to empower our customers to maximize their analytical capabilities by helping them achieve a high degree of data integration ...
Read moreWhat reviewers like about CData Sync
- Offers a wide range of tools and plugins for data processing and manipulation.
- Easy to use with flexibility, quick setup, and user-friendly interface.
- Simplifies syncing data between systems, saving time and effort.
Where CData Sync falls short
- High prices for plugins may limit accessibility for small companies.
- Security concerns with traditional login methods and lack of advanced login options.
- Limited support for some database engines, requiring technical expertise for setup.
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Extraction
-
API Integration
+ 5 more
Pricing
Starts from $999/Year
8.7
SpotScore
AWS Glue — from $0.44 · 4.31★
Transform and load data effortlessly with AWS Glue.
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What is AWS Glue?
AWS Glue is a fully managed ETL service that makes it quicker and easier to move, transform, and load data. It provides familiar SQL-based interfaces for creating and managing extract, transform, and load (ETL) processes. With AWS Glue user can use AWS Lambda functions to automate ...
Read moreWhat reviewers like about AWS Glue
- Versatile ETL tool for data integration tasks.
- User-friendly interface, excellent integration with AWS services.
- Serverless feature with auto-generation of ETL job scripts.
Where AWS Glue falls short
- Limited support for programming languages (mainly Python and Scala).
- Costs can be higher, especially for large datasets.
- Limited third-party tool integrations.
Common Features
No common features
Unique Features
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Data Transformation
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Match & Merge
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Data Quality Control
+ 3 more
Pricing
Starts from $0.44
7.8
SpotScore
Growth FullStack — from $400 · 4.3★
Empower your analytics with Growth FullStack.
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What is Growth FullStack?
Growth FullStack offers a custom BI solution tailored for advertisers of all sizes, allowing them to stay up-to-date in a world where data privacy is a top priority. Our ETL service, along with comprehensive training, gives developers the opportunity to continue achieving their marketing ...
Read moreWhat reviewers like about Growth FullStack
- Custom BI solutions
- Comprehensive training
- Focus on data privacy
Where Growth FullStack falls short
- May be complex for beginners
- Limited integrations
- Higher cost for small businesses
Common Features
No common features
Unique Features
-
Data Transformation
-
Master Data Management
-
Data Integration
+ 1 more
Pricing
Free Trial available, Try Now
Starts from $400/Month when Billed Yearly
8.4
SpotScore
AWS Data Pipeline — from $1 · 4.1★
Effortlessly orchestrate your data flow.
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What is AWS Data Pipeline?
AWS Data Pipeline is a web service that helps to reliably connect, transform, and load data on Amazon S3 using simple building blocks defined. AWS Data Pipeline allows user to move data from one place to another on a schedule so that the applications can make use of the information when needed. ...
Read moreWhat reviewers like about AWS Data Pipeline
- Easy to set up and run data transformation tasks, with a user-friendly drag-and-drop interface.
- Integrates well with other AWS services like EMR, making automation straightforward.
- User-friendly GUI for designing workflows and managing complex data processing tasks.
Where AWS Data Pipeline falls short
- Customization options and features may be overwhelming for beginners without adequate support.
- Limited selection in the Marketplace for additional apps and connectors, restricting advanced functionalities.
- Some users find organizing tasks using JSON blobs cumbersome and not very intuitive.
Common Features
No common features
Unique Features
-
Data Transformation
-
Data Filtering
-
Data Extraction
+ 2 more
Pricing
Starts from $1/Month
Boltic — from $229
Effortless data pipeline building made simple.
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What is Boltic?
Boltic is a powerful SaaS tool that simplifies data pipeline building and allows you to harness the power of hundreds of connectors with just one simple connection. No time-consuming coding queries required, just use the pre-built Bolts to automate the transfer of data to its destination ...
Read moreWhat reviewers like about Boltic
- Simplifies data pipeline building
- Hundreds of connectors
- No coding required
Where Boltic falls short
- Limited to ETL processes
- May require initial setup
- Not suitable for non-technical users
Common Features
-
Orchestrator
-
Customer Pipeline
Unique Features
-
Audit Trail
-
Data Analysis
-
Access Control
Pricing
Starts from $229/Month when Billed Yearly, also offers free forever plan
The main Azure Data Factory competitors
Across ETL Tools, 10 products compete directly with Azure Data Factory. The strongest overlap is with hotglue, Power My Analytics and CloverDX. Each is compared against Azure Data Factory on rating, pricing and feature coverage below.
What else works like Azure Data Factory?
Searches for "sites like Azure Data Factory" and "apps like Azure Data Factory" land on the same set of options as "Azure Data Factory alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
Why each option earned its place
Quick integrations and effective tool.
Watch for: The tool can be complex for newcomers without proper support.
Simplifies workflow automation, enhancing productivity and efficiency for users.
Watch for: Some users faced challenges with connectors failing and unreliable service.
Highly visual layout that simplifies data transformation processes and tracking.
Watch for: Can be intimidating for newcomers without proper support due to the richness of features and customizations.
Drag-and-drop interface
Watch for: May require technical expertise
Easy to use with a clean interface, suitable for users with varying technical expertise.
Watch for: Limited options in the Marketplace for additional apps and connectors may restrict advanced functionalities.
Offers a wide range of tools and plugins for data processing and manipulation.
Watch for: High prices for plugins may limit accessibility for small companies.
Versatile ETL tool for data integration tasks.
Watch for: Limited support for programming languages (mainly Python and Scala).
Custom BI solutions
Watch for: May be complex for beginners
Easy to set up and run data transformation tasks, with a user-friendly drag-and-drop interface.
Watch for: Customization options and features may be overwhelming for beginners without adequate support.
Simplifies data pipeline building
Watch for: Limited to ETL processes
Why teams look for a Azure Data Factory alternative
The decision to move off Azure Data Factory usually rests on a few known weak spots:
- Complex for beginners
- Requires technical knowledge
- Pricing may be high
- Limited offline capabilities
How to evaluate a Azure Data Factory alternative
Here's how the 10 alternatives compare at a factual level: 5 offer a free tier; and hotglue is the highest rated at 4.87★ across 23 reviews.
How we put this in order.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
