KNIME
KNIME Analytics Platform is an open-source data science and analytics workbench used by data scientists, analysts, and researchers for building data pipelines, machine learning workflows, and business intelligence dashboards. It provides a visual, node-based interface for data manipulation, statistical analysis, machine learning, and reporting, without requiring extensive coding. Users connect modular "nodes" to construct workflows that ingest, transform, analyze and visualize data from diverse sources. KNIME is widely adopted in pharmaceutical, financial, healthcare and academic settings for reproducible data science.
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1 suggestionKNIME has shipped a native Apple Silicon build since version 4.7 (released in late 2022), making a native arm64 download available directly from the KNIME downloads page alongside the Intel x86_64 option. However, recent forum discussions from 2025 highlight a persistent compatibility issue: many third-party KNIME extensions have not yet been fully updated to work reliably with the native ARM build, causing installation failures and node errors for users who run the native version. As of now, most KNIME users on Apple Silicon are advised to download and run the Intel x86_64 version instead, which launches via Rosetta 2 and has broader extension support. Visit the KNIME downloads page, scroll to the macOS section, and download the x86_64 (Intel) build; it will run under Rosetta 2 with better extension compatibility than the native build. Check the KNIME documentation or forum periodically for announcements that ARM extension support is now complete — when that milestone is reached, you can switch to the native build for optimal performance. Since Apple is removing Rosetta 2 in macOS 28 (September 2028), you should monitor KNIME's release notes and the KNIME community forum to confirm that the native ARM build and all your required extensions are fully compatible well before that deadline.
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