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Prior Labs (via r/MachineLearning, 22 upvotes; corroborated by news.sap.com)

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2026-09-16

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  1. 2026-09-16 / REDDITTabPFN-3.5 ships from Prior Labs with 1M-row native context and a claimed 99% winrate over classic ML on TabArenaPrior Labs (acquired by SAP in July 2026) released TabPFN-3.5, claiming #1 on BeyondArena for real-world prediction tasks and a 99% winrate over classic ML on TabArena with the Thinking variant, handling up to 1M rows natively at 0.5s inference per 1k rows (0.17s for the Fast variant). SAP announced TabPFN-3.5-Plus availability in SAP AI Core the same week, a text-aware variant that ranks second behind TabPFN-3.5-Thinking on STRABLE, a 108-dataset messy-string benchmark. The pitch remains in-context learning on raw tabular data with no training or preprocessing, including high-cardinality columns like product codes.
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