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      <title>Self-Hosted ETL Platforms 2026: Pentaho Data Integration vs Apache Hop vs Talend Open Studio</title>
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      <description>&lt;p&gt;Extract, Transform, and Load (ETL) platforms are the backbone of modern data infrastructure. While cloud services like Fivetran and Stitch dominate the commercial space, powerful open-source ETL tools let you build and run data pipelines entirely on your own infrastructure. This guide compares three leading self-hosted ETL platforms: &lt;strong&gt;Pentaho Data Integration (Kettle)&lt;/strong&gt;, &lt;strong&gt;Apache Hop&lt;/strong&gt;, and &lt;strong&gt;Talend Open Studio&lt;/strong&gt;.&lt;/p&gt;</description>
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