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![predict_addict Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1464965267830804482.png) Valeriy M., PhD, MBA, CQF [@predict_addict](/creator/twitter/predict_addict) on x 34.1K followers
Created: 2025-07-20 16:09:37 UTC

✔ Chasing peak performance with unlimited resources? Deep ensembles can edge out CatBoost—but at a high cost.
🔬 Final Verdict
“Still listening to Kaggle fairytales” 🤦

✅The data doesn’t lie: CatBoost reigns supreme for most real-world tabular tasks. 

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**Related Topics**
[realworld](/topic/realworld)
[supreme](/topic/supreme)

[Post Link](https://x.com/predict_addict/status/1946965731041566900)