Best Azure Data Factory Alternatives in 2026
The top Azure Data Factory alternatives are Keboola, Informatica Data Integration and Talend Data Fabric: 15 ETL software our editors would look at instead of Azure Data Factory, in our ranking order.
Azure Data Factory: A visual, hybrid ETL service with broad connectivity and enterprise orchestration. Where it falls short: usage-based pricing varies by region and currency.
Switching from Azure Data Factory? For most etl software buyers the best Azure Data Factory alternative is Keboola, built for teams wanting managed ETL with a free tier. On a budget, Skyvia starts at $99/mo.
Why People Look for an Azure Data Factory Alternative
- Usage-based pricing varies by region and currency
- CDC factory resources are documented as public preview
- Its broad feature set may exceed the needs of simple ETL projects
- No free plan — 6 of the alternatives below have it
Quick Picks by What You Need
- Best overallKeboola9.4
Teams wanting managed ETL with a free tier
Visit Keboola - Lowest priceSkyvia8.5
Paid plans from $99/mo
Visit Skyvia - Best free optionKeboola9.4
Has a free plan (Azure Data Factory has none)
Visit Keboola
All 15 Azure Data Factory 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 forTeams wanting managed ETL with a free tier
- Better than Azure Data Factory:
- Free plan
- Editor score 9.4 vs 8.8
Managed ETL with a free tier, broad connectors, visual orchestration, and hybrid deployment.
- Incremental loading
- Change data capture
- Custom code transforms
9.4/10★★★★★Visit Keboola -
Best forEnterprise hybrid ETL and ELT teams
- Better than Azure Data Factory:
- Free plan
- Editor score 9.3 vs 8.8
A hybrid-ready platform for enterprise ETL, ELT, CDC and orchestration.
- Incremental loading
- Change data capture
- Custom code transforms
9.3/10★★★★★Visit Informatica -
Best forGoverned enterprise data integration
- Better than Azure Data Factory:
- Editor score 9.1 vs 8.8
A broad, governed platform for complex batch, real-time, and hybrid data environments.
- Incremental loading
- Change data capture
- Custom code transforms
9.1/10★★★★★Visit Talend -
Best forEnterprise cloud data integration programs
- Better than Azure Data Factory:
- Editor score 9.0 vs 8.8
A broad ETL and ELT platform for complex cloud and enterprise data programs.
- Incremental loading
- Change data capture
- Custom code transforms
9.0/10★★★★☆Visit site -
Best forOpen-source visual ETL teams
- Better than Azure Data Factory:
- Free plan
- Editor score 8.9 vs 8.8
A broad, open-source ETL platform for teams that want visual design and runtime flexibility.
- Incremental loading
- Change data capture
- Custom code transforms
8.9/10★★★★☆Visit Apache Hop -
Best forGoogle Cloud integration teams
A Google Cloud service for visual, extensible ETL with CDC, lineage, and hybrid connectivity.
- Incremental loading
- Change data capture
- Custom code transforms
8.7/10★★★★☆Visit Google Cloud -
Best forCloud-warehouse loading and CDC
A flexible ETL platform for cloud loading, CDC, and governed pipeline development.
- Incremental loading
- Change data capture
- Custom code transforms
8.6/10★★★★☆Visit Matillion -
Best forSMBs needing affordable connector-rich ETL
- Better than Azure Data Factory:
- Free plan
A connector-rich ETL and synchronization platform with a useful free tier.
8.5/10★★★★☆Visit Skyvia -
Best forManaged Apache Beam batch and streaming
A managed Apache Beam service for engineering teams running batch and streaming pipelines.
- Incremental loading
- Change data capture
- Custom code transforms
8.4/10★★★★☆Visit Google Cloud -
Best forDevelopers building batch and streaming pipelines
A portable framework for developers building custom batch and streaming ETL pipelines.
- Incremental loading
- Change data capture
- Custom code transforms
8.3/10★★★★☆Visit Apache Beam -
Best forLarge-scale open-source data processing
- Better than Azure Data Factory:
- Free plan
A free, self-hosted engine for distributed batch, streaming, SQL, and machine learning workloads.
- Incremental loading
- Change data capture
- Custom code transforms
8.2/10★★★★☆Visit Apache Spark -
Best forWindows-focused visual workflow automation
- Better than Azure Data Factory:
- Free plan
A capable visual ETL tool for Windows teams that need profiling, automation, and hybrid deployment.
8.1/10★★★★☆Visit EasyMorph -
Best forVisual ingestion and dataflow automation
A visual, self-hosted dataflow system for routing, transforming, and tracking data.
8.0/10★★★★☆Visit Apache NiFi -
Best forLarge enterprises needing broad ETL capabilities
A broad visual ETL platform for complex enterprise data environments.
- Change data capture
7.9/10★★★★☆Visit Ab Initio -
Best forHybrid application and API integrations
A hybrid integration platform for connecting applications, APIs, data, and on-premises systems.
7.8/10★★★★☆Visit Jitterbit
Azure Data Factory Alternatives: Common Questions
What is the best alternative to Azure Data Factory?
Keboola: #1 in our ETL Software ranking, with an editor score of 9.4 out of 10. Managed ETL with a free tier, broad connectors, visual orchestration, and hybrid deployment.
Is there a free alternative to Azure Data Factory?
Yes. Keboola, Informatica Data Integration, Apache Hop, Skyvia and Apache Beam have a free plan or a free tier (8 of the 15 alternatives on this page).
Why do people look for Azure Data Factory alternatives?
Usage-based pricing varies by region and currency; CDC factory resources are documented as public preview; Its broad feature set may exceed the needs of simple ETL projects.
How do I switch from Azure Data Factory?
Export your data from Azure Data Factory (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 Azure Data Factory.
How to Switch from Azure Data Factory
- Export your data from Azure Data Factory (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 Azure Data Factory.
Azure Data Factory vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment | Transformation mode | Change data capture | Score |
|---|---|---|---|---|---|---|---|
| 6 | Azure Data Factory | No | Hybrid | Mixed | Yes | 8.8 | |
| 1 | Keboola | Yes | $0.14/unit usage-based | Hybrid | Mixed | Yes | 9.4 |
| 2 | Informatica Data Integration | Yes | Hybrid | Mixed | Yes | 9.3 | |
| 3 | Talend Data Fabric | No | Hybrid | Mixed | Yes | 9.1 | |
| 4 | Qlik Talend Cloud | No | Hybrid | Mixed | Yes | 9.0 | |
| 5 | Apache Hop | Yes | Free | Hybrid | Mixed | Yes | 8.9 |
| 6 | Google Cloud Data Fusion | No | $0.35 usage-based | Cloud | Mixed | Yes | 8.7 |
| 7 | Matillion Data Productivity Cloud | Hybrid | Mixed | Yes | 8.6 | ||
| 8 | Skyvia | Yes | $99/mo | 8.5 | |||
| 9 | Google Cloud Dataflow | No | Cloud | Mixed | Yes | 8.4 | |
| 10 | Apache Beam | Free | Hybrid | Mixed | Yes | 8.3 | |
| 11 | Apache Spark | Yes | Free | Self_hosted | Mixed | Yes | 8.2 |
| 12 | EasyMorph | Yes | $900/user/yr | Hybrid | 8.1 | ||
| 13 | Apache NiFi | Free | 8.0 | ||||
| 14 | Ab Initio Data Platform | Hybrid | Visual | Yes | 7.9 | ||
| 15 | Jitterbit Harmony | 7.8 |
Head-to-Head
- Azure Data Factory vs Keboola
- Azure Data Factory vs Informatica Data Integration
- Azure Data Factory vs Talend Data Fabric
- Azure Data Factory vs Qlik Talend Cloud
- Azure Data Factory vs Apache Hop
- Azure Data Factory vs Google Cloud Data Fusion
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update