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Alternatives to Mage

Research overview

10 alternatives

  1. 1Automated data movement and integration from sources to warehouses

    Fivetran

    ETL & Data Integration

    Both Mage and Fivetran automate data movement and integration, but Mage emphasizes orchestration, transformation, and AI-native pipeline management with self-healing capabilities, while Fivetran focuses on managed data connectors and replication. Mage includes more transformation and orchestration features, making it a partial substitute for teams needing end-to-end pipeline automation rather than just data movement.

    Free planFree trialSOC 2GDPRHIPAAISO 27001
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    Vendor sources: mage.ai [1]fivetran.com [2]

    Last verified
  2. 2Data Pipeline Orchestration, Data Pipeline Tools

    Kedro

    Data Pipeline Orchestration

    Open-source Python framework for creating reproducible and modular data science and ML pipeline code.

    Pipeline visualization and data lineage trackingMulti format data catalog with cloud storage supportAutomatic dependency resolution in pipelines
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  3. 3Data Pipeline Orchestration, Data Quality

    Meltano

    Data Pipeline Orchestration

    Open-source DataOps platform by GitLab managing data integration and transformation pipelines with Singer.

    Git based pipeline governance and version controlBuilt in data transformation with dbt
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  4. 4Data Pipeline Orchestration, Data Quality

    Crux

    Data Pipeline Orchestration

    Data delivery platform for external data with AI-powered quality and pipeline management.

    Data QualityETL & Data Integration
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  5. 5Data Pipeline Orchestration, Data Quality

    Orchestra

    Data Pipeline Orchestration

    Modern data orchestration platform combining lineage, alerting, and pipeline management in a single control plane.

    Free planFree trialISO 27001SOC 2HIPAAGDPR

    Price$150+ / seat / month

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  6. 6Data Pipeline Orchestration

    Taipy

    Data Pipeline Orchestration

    Open-source Python framework for building data-driven web applications and pipelines.

    Scenario managementDistributed computingLow code gui builder
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  7. 7Data Pipeline Orchestration, Observability

    Windmill

    Data Pipeline Orchestration

    Windmill is an open-source developer platform for building internal tools, workflow automations, and data pipelines using scripts in Python, TypeScript, Go, and SQL.

    Free planFree trialSOC 2Tiered plansWorkflow AutomationBusiness Process Automation
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  8. 8Data Pipeline Orchestration, Data Pipeline Tools

    Datastreamer

    Data Pipeline Orchestration

    Unstructured data pipeline platform providing source connectors, enrichment, and destinations. Used for social listening, intelligence, and monitoring.

    No code visual pipeline builderReal time data flow monitoring and inspection

    PriceUsage-based

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  9. 9Data Pipeline Orchestration, ETL & Data Integration

    Astronomer

    Data Pipeline Orchestration

    Managed Apache Airflow platform for running, managing, and scaling data orchestration workflows.

    AI powered dag generation and optimizationCross region disaster recoveryMulti channel AI workflow support
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  10. 10Data Pipeline Orchestration, Collaboration

    Y42

    Data Pipeline Orchestration

    Data orchestration platform combining ingestion, transformation, and reverse ETL in a unified workflow.

    Data pipeline orchestration and schedulingSql and python asset supportGit based version control and collaboration
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