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Azure Data Factory logovsFivetran logo

Azure Data Factory vs Fivetran

ETL & data extraction head-to-head for ERP teams: evidenced capabilities, published pricing, and which ERPs each actually integrates with.

Azure Data Factory logoAzure Data FactoryFivetran logoFivetran
Starting priceConsumption-based, no seat licenceConsumption (Monthly Active Rows), not per user
DeploymentCloud, HybridCloud, Hybrid
Company sizeSMB, Mid-market, Enterprise
Stated ERP integrationsSAP, Oracle Fusion Cloud, Microsoft Dynamics 365SAP, NetSuite, Microsoft Dynamics 365, Oracle Fusion Cloud, Workday
VendorMicrosoftFivetran, Inc.

Our take

Where Azure Data Factory leads

  • Stronger evidenced coverage on 17 of the 33 capabilities where they differ (led by visual, no-code transformation builder and visual pipeline/workflow builder).

Where Fivetran leads

  • Stronger evidenced coverage on 16 of the 33 capabilities where they differ (led by managed dbt integration and data lake / lakehouse destinations).
  • Stated NetSuite, Workday integration the alternative doesn't list.

Where they differ

The 33 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.

CapabilityAzure Data Factory logoAzure Data FactoryFivetran logoFivetran
Visual, no-code transformation builderTransformation & ModelingCore strength

Mapping Data Flows: code-free canvas on Azure-managed Spark clusters

Not evidenced
Managed dbt integrationTransformation & ModelingNot evidencedCore strength

Managed orchestration of dbt Core and dbt Cloud, including a prebuilt SAP dbt data model

Visual pipeline/workflow builderOrchestration & SchedulingCore strength

Visual, code-free pipeline designer

Not evidenced
Conditional & branching pipeline logicOrchestration & SchedulingCore strength

ForEach, If Condition, Until, Execute Pipeline, Lookup, Wait, Web/Webhook activities

Not evidenced
Data lake / lakehouse destinationsDestinations & ActivationNot evidencedCore strength

Managed Data Lake Service writes into Amazon S3, Azure Data Lake Storage and Google Cloud Storage

Reverse ETL / operational activationDestinations & ActivationNot evidencedCore strength

Activations: 200+ supported destination applications for pushing warehouse data back into CRM/marketing/support tools

Third-party compliance certificationsGovernance, Security & ComplianceNot evidencedCore strength

SOC 1 and SOC 2 reports, ISO 27001, PCI DSS Level 1, HITRUST and HIPAA BAA

Pipeline monitoring dashboardMonitoring & OperationsCore strength

Visual pipeline and activity-run monitoring with list and Gantt views

Not evidenced
Custom connector SDK / builderConnector Catalog & Source CoverageNot evidencedSupported

Connector SDK for code-based custom connectors; AI Connector Agent (beta)

Generic database & API accessConnector Catalog & Source CoverageSupported

Generic HTTP, OData, ODBC and REST connectors

Not evidenced
Full refresh syncExtraction & ReplicationNot evidencedSupported
Incremental syncExtraction & ReplicationNot evidencedSupported
Table & column-level sync controlExtraction & ReplicationNot evidencedSupported

Table- and column-level sync control (include/exclude, sync mode)

Code-based transforms (SQL/Python scripting)Transformation & ModelingNot evidencedSupported

Managed dbt Core / dbt Cloud project orchestration

Parameterized, reusable pipelinesOrchestration & SchedulingSupported

Parameters and variables for reusable, parameterised pipelines

Not evidenced
CI/CD & infrastructure-as-codeOrchestration & SchedulingSupported

Full CI/CD support via Azure DevOps and GitHub source control

Not evidenced
Database & flat-file destinationsDestinations & ActivationSupported

SQL Server, MySQL, PostgreSQL, Teradata, DB2 and more

Not evidenced
Role-based access controlGovernance, Security & ComplianceSupported

Microsoft Entra ID authentication, managed identities and role-based access control

Not evidenced
SSO / SAML authenticationGovernance, Security & ComplianceSupported

Microsoft Entra ID (Azure AD) authentication

Not evidenced
Encryption at rest & in transitGovernance, Security & ComplianceSupported

Microsoft-managed or customer-managed keys at rest; TLS in transit

Not evidenced
PII masking / column-level blockingGovernance, Security & ComplianceNot evidencedSupported

Column blocking and column hashing for sensitive fields

Failure & anomaly alertingMonitoring & OperationsSupported

Alerts on pipeline, activity, trigger and integration-runtime metrics

Not evidenced
Run history & activity logsMonitoring & OperationsSupported

Per-run consumption reporting and rerun/rerun-from-failure support

Not evidenced
Schema-change notificationsMonitoring & OperationsNot evidencedSupported

Schema change review workflow with a dedicated Schema tab

Log-based Change Data CaptureExtraction & ReplicationSupported

Named SAP CDC connector; general CDC not detailed for other sources

Core strength

SAP ECC on Oracle/SQL Server replicated via HVR log-based CDC; log-based sync mode across supported connectors

Schema drift detection & propagationExtraction & ReplicationSupported

In Mapping Data Flows

Core strength

Automatic schema detection plus a dedicated schema change review workflow

Checkpointing & resumable syncsExtraction & ReplicationPartial

Rerun / rerun-from-failure activity support, not automatic mid-sync checkpointing

Not evidenced
SQL / ELT pushdown transformsTransformation & ModelingNot evidencedPartial

Transformations run via managed dbt inside the destination warehouse, not a dedicated SQL-pushdown engine

Cloud data warehouse destinationsDestinations & ActivationSupported

Amazon Redshift and Google BigQuery connectors; Azure Synapse as a Mapping Data Flows target

Core strength
Hybrid deployment / on-prem execution agentDeployment & Runtime ArchitectureCore strength

Self-hosted integration runtime, Azure-SSIS IR and VNet injection for on-premises/private-network sources

Supported

Hybrid Deployment: data processing runs inside the customer's own cloud environment

Write-back through the ERP's own application layerEnterprise ERP Depth & AI AutomationPartial

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 AutomationPartial

Web/Webhook activities support synchronous calls within a pipeline; not a dedicated request-reply broker

Not evidenced
AI-assisted pipeline/connector buildingEnterprise ERP Depth & AI AutomationNot evidencedPartial

AI Connector Agent (beta), scoped to generating custom connectors

Both grade identically on the other 19 capabilities — see each product's full profile: Azure Data Factory, Fivetran.

Azure Data Factory vs Fivetran — FAQs

Is Azure Data Factory or Fivetran better for ERP integration?

Both state integrations with SAP, Oracle Fusion Cloud, Microsoft Dynamics 365. Fivetran additionally lists NetSuite, Workday. Always verify the connector against your ERP version with a reference customer.

Which is cheaper, Azure Data Factory or Fivetran?

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 Fivetran should each cost you — and whether a third option belongs on your shortlist.

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