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Head-to-head · ETL Software

Azure Data Factory vs Matillion Data Productivity Cloud

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Azure Data Factory #6 in ETL Software 8.8/10 Paid ✓ 3 of 3 features Visit site
Matillion Data Productivity Cloud #8 in ETL Software 8.6/10 Pricing on request ✓ 3 of 3 features Visit Matillion

Azure Data Factory leads on 0 checks, Matillion Data Productivity Cloud 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 scoreAzure Data Factory · 8.8/10

Azure Data Factory scores higher on our rubric for etl software: 8.8 against 8.6 out of 10; our editors rank them #6 and #8.

Azure Data Factory is the better fit for cloud ETL teams in mixed environments. Matillion Data Productivity Cloud is the better fit for cloud-warehouse loading and CDC.

  • Azure Data Factory fits best

    Cloud ETL teams in mixed environments

  • Matillion Data Productivity Cloud fits best

    Cloud-warehouse loading and CDC

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Side by side

Feature Azure Data Factory 8.8/10 Visit ↗ Matillion Data Productivity Cloud 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #6 in ETL Software #8 in ETL Software
Best for Cloud ETL teams in mixed environments Cloud-warehouse loading and CDC
Pricing model Paid Paid
Starting price Not checked yet —
Free plan — Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Docs Live chat, Tickets, Community, Docs
Integrations 90+ integrations 250+ integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Azure Data Factory 3/3 · Matillion Data Productivity Cloud 3/3
Incremental loading ✓ ✓
Change data capture ✓ ✓
Custom code transforms ✓ ✓
Specs
Deployment Hybrid Hybrid
Source connectors Not checked yet Not checked yet
Destination connectors Not checked yet Not checked yet
Transformation mode Mixed Mixed
Our review
Pros
  • More than 90 built-in connectors across cloud, on-premises, and multicloud sources
  • Visual pipelines, mapping data flows, scheduling, monitoring, and alerting
  • Supports incremental loading, CDC, self-hosted runtimes, and SSIS migration
  • Batch loading and log-based CDC support
  • Low-code design with SQL and Python components
  • Pre-built and no-code custom connector options
Cons
  • 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
  • Custom SSO and lineage are listed only in Scale
  • Hybrid cloud deployment is listed only in Scale
  • Developer lists community support rather than standard support
Our verdict

Azure Data Factory is a fully managed, serverless service for building ETL and ELT pipelines. It is designed for teams moving and transforming data across cloud, on-premises, hybrid, and multicloud environments. Visual pipeline authoring,…

Read the review →

Matillion Data Productivity Cloud is a cloud data integration platform for data teams building analytics and AI pipelines. It combines batch loading into cloud data platforms, log-based change data capture, transformation, orchestration,…

Read the review →
  1. Azure Data FactoryETL Software 8.8Paid
  2. Matillion Data Productivity CloudETL Software 8.6Pricing on request

Strengths and trade-offs

  • Azure Data Factory — where it wins

    • More than 90 built-in connectors across cloud, on-premises, and multicloud sources
    • Visual pipelines, mapping data flows, scheduling, monitoring, and alerting
    • Supports incremental loading, CDC, self-hosted runtimes, and SSIS migration

    Where it doesn't

    • 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

  • Matillion Data Productivity Cloud — where it wins

    • Batch loading and log-based CDC support
    • Low-code design with SQL and Python components
    • Pre-built and no-code custom connector options

    Where it doesn't

    • Custom SSO and lineage are listed only in Scale
    • Hybrid cloud deployment is listed only in Scale
    • Developer lists community support rather than standard support
  • Azure Data Factory8.8/10 · Paid

    A visual, hybrid ETL service with broad connectivity and enterprise orchestration.

    Visit siteFull verdict →
  • Matillion Data Productivity Cloud8.6/10 · Pricing on request

    A flexible ETL platform for cloud loading, CDC, and governed pipeline development.

    Visit MatillionFull verdict →

More comparisons

All ETL software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update