@article{statisticalearlystoppingforreasoningmode, title = {Statistical Early Stopping for Reasoning Models}, author = {Yangxinyu Xie and Tao Wang and Soham Mallick and Yan Sun and Georgy Noarov and Mengxin Yu and Tanwi Mallick and Weijie J. Su and Edgar Dobriban}, year = {2026}, eprint = {2602.13935}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13935}, }