---
title: "Discussion on \"Choosing Your Data Lake Format in 2025:Iceberg vs Delta Lake vs Paimon\" | Hashnode"
description: "Discussion on \"Choosing Your Data Lake Format in 2025:Iceberg vs Delta Lake vs Paimon\". In the era of big data, data lakes became a popular choice for large-scale analytics, thanks to their flexibility, low cost, and separation of storage and compute. But they’ve also struggled with consistency, schema drift, and complex query optimizat..."
url: "https://hashnode.com/posts/choosing-your-data-lake-format-in-2025iceberg-vs-delta-lake-vs-paimon/690179e0931115833927d7a1"
---

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# [Choosing Your Data Lake Format in 2025:Iceberg vs Delta Lake vs Paimon](https://bladepipe.hashnode.dev/choosing-your-data-lake-format-in-2025iceberg-vs-delta-lake-vs-paimon?utm_source=hashnode&utm_medium=feed)

In the era of big data, data lakes became a popular choice for large-scale analytics, thanks to their flexibility, low cost, and separation of storage and compute. But they’ve also struggled with consistency, schema drift, and complex query optimizat...

Oct 29, 2025 · 8 min read · bladepipe.hashnode.dev  
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-   [#apache-iceberg](https://hashnode.com/tag/apache-iceberg)
-   [#deltalake](https://hashnode.com/tag/deltalake)
-   [#data-lake](https://hashnode.com/tag/data-lake)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#data](https://hashnode.com/tag/data)

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