✅ Evaluation on actual enterprise tabular data, helping teams identify what truly works in production
✅ Evaluation on OpenML
✅ Easy comparison of model performance (NICL, TabPFN, TabICL, XGBoost, and more). NICL delivers state-of-the-art results across all datasets.