Azure Data Factory vs Matillion
ETL & data extraction head-to-head for ERP teams: evidenced capabilities, published pricing, and which ERPs each actually integrates with.
| Starting price | Consumption-based, no seat licence | Consumption-based credits |
| Deployment | Cloud, Hybrid | Cloud, Hybrid |
| Company size | — | SMB, Mid-market, Enterprise |
| Stated ERP integrations | SAP, Oracle Fusion Cloud, Microsoft Dynamics 365 | SAP, NetSuite, Microsoft Dynamics 365, Workday, Sage Intacct |
| Vendor | Microsoft | Matillion |
Our take
Where Azure Data Factory leads
- Stronger evidenced coverage on 18 of the 29 capabilities where they differ (led by conditional & branching pipeline logic and pipeline monitoring dashboard).
- Stated Oracle Fusion Cloud integration the alternative doesn't list.
Where Matillion leads
- Stronger evidenced coverage on 11 of the 29 capabilities where they differ (led by sql / elt pushdown transforms and data lineage tracking).
- Stated NetSuite, Workday, Sage Intacct integration the alternative doesn't list.
Where they differ
The 29 capabilities (of 52 in the ETL & data extraction taxonomy) where the evidence separates them, biggest gaps first. “Not evidenced” means our research found no public documentation of this capability — the vendor may still offer it. Confirm on a demo.
| Capability | ||
|---|---|---|
| SQL / ELT pushdown transformsTransformation & Modeling | Not evidenced | Core strength Native SQL pushdown: transformations execute inside the destination warehouse |
| Conditional & branching pipeline logicOrchestration & Scheduling | Core strength ForEach, If Condition, Until, Execute Pipeline, Lookup, Wait, Web/Webhook activities | Not evidenced |
| Data lineage trackingGovernance, Security & Compliance | Not evidenced | Core strength Source-to-target data lineage view |
| Pipeline monitoring dashboardMonitoring & Operations | Core strength Visual pipeline and activity-run monitoring with list and Gantt views | Not evidenced |
| AI-assisted pipeline/connector buildingEnterprise ERP Depth & AI Automation | Not evidenced | Core strength Maia Team AI agents build/maintain pipeline components, Maia Context Engine, in-canvas AI refine actions |
| Auto-documentation & lineage generationEnterprise ERP Depth & AI Automation | Not evidenced | Core strength Auto-documentation of pipelines and components, plus source-to-target lineage |
| Generic database & API accessConnector Catalog & Source Coverage | Supported Generic HTTP, OData, ODBC and REST connectors | Not evidenced |
| Full refresh syncExtraction & Replication | Not evidenced | Supported Batch data loading |
| Schema drift detection & propagationExtraction & Replication | Supported In Mapping Data Flows | Not evidenced |
| Code-based transforms (SQL/Python scripting)Transformation & Modeling | Not evidenced | Supported Python pushdown via Snowpark on Snowflake |
| Reusable transformation templatesTransformation & Modeling | Supported Reusable, parameterised transformation logic | Not evidenced |
| Parameterized, reusable pipelinesOrchestration & Scheduling | Supported Parameters and variables for reusable, parameterised pipelines | Not evidenced |
| CI/CD & infrastructure-as-codeOrchestration & Scheduling | Supported Full CI/CD support via Azure DevOps and GitHub source control | Not evidenced |
| Data lake / lakehouse destinationsDestinations & Activation | Not evidenced | Supported Databricks (Delta Lake) |
| Database & flat-file destinationsDestinations & Activation | Supported SQL Server, MySQL, PostgreSQL, Teradata, DB2 and more | Not evidenced |
| Cloud marketplace billingDeployment & Runtime Architecture | Not evidenced | Supported Available via AWS Marketplace, Azure Marketplace and Snowflake Marketplace |
| Role-based access controlGovernance, Security & Compliance | Supported Microsoft Entra ID authentication, managed identities and role-based access control | Not evidenced |
| Encryption at rest & in transitGovernance, Security & Compliance | Supported Microsoft-managed or customer-managed keys at rest; TLS in transit | Not evidenced |
| Audit loggingGovernance, Security & Compliance | Not evidenced | Supported Audit logging (Teams and Scale plans) |
| Failure & anomaly alertingMonitoring & Operations | Supported Alerts on pipeline, activity, trigger and integration-runtime metrics | Not evidenced |
| Run history & activity logsMonitoring & Operations | Supported Per-run consumption reporting and rerun/rerun-from-failure support | Not evidenced |
| Pre-built connector libraryConnector Catalog & Source Coverage | Core strength 90+ built-in connectors at no additional connector charge | Supported |
| Custom connector SDK / builderConnector Catalog & Source Coverage | Not evidenced | Partial Custom connector requests handled by Matillion, not a self-serve builder |
| Checkpointing & resumable syncsExtraction & Replication | Partial Rerun / rerun-from-failure activity support, not automatic mid-sync checkpointing | Not evidenced |
| Cloud data warehouse destinationsDestinations & Activation | Supported Amazon Redshift and Google BigQuery connectors; Azure Synapse as a Mapping Data Flows target | Core strength Snowflake, Amazon Redshift, Google BigQuery, Microsoft Azure Synapse |
| Hybrid deployment / on-prem execution agentDeployment & Runtime Architecture | Core strength Self-hosted integration runtime, Azure-SSIS IR and VNet injection for on-premises/private-network sources | Supported Hybrid deployment option (Scale plan) |
| Data cataloging / metadata managementGovernance, Security & Compliance | Partial Via Microsoft Purview integration for sensitive-data discovery and classification | Not evidenced |
| Write-back through the ERP's own application layerEnterprise ERP Depth & AI Automation | Partial SAP and Oracle connectors documented as bi-directional; specific write-back objects/mechanism not detailed | Not evidenced |
| Real-time, synchronous request-reply integrationEnterprise ERP Depth & AI Automation | Partial Web/Webhook activities support synchronous calls within a pipeline; not a dedicated request-reply broker | Not evidenced |
Both grade identically on the other 23 capabilities — see each product's full profile: Azure Data Factory, Matillion.
Azure Data Factory vs Matillion — FAQs
Is Azure Data Factory or Matillion better for ERP integration?
Both state integrations with SAP, Microsoft Dynamics 365. Azure Data Factory additionally lists Oracle Fusion Cloud. Matillion additionally lists NetSuite, Workday, Sage Intacct. Always verify the connector against your ERP version with a reference customer.
Which is cheaper, Azure Data Factory or Matillion?
Neither publishes a list price — both quote. Ask each for the all-in first-year cost at your seat count, as one number, and compare those.
Get pricing for both
Tell us your ERP, seat count and must-haves and we'll come back with an independent view of what Azure Data Factory and Matillion should each cost you — and whether a third option belongs on your shortlist.