Budget-aware Test-time Scaling via Discriminative Verification Kyle Montgomery*, Sijun Tan*, Yuqi Chen, Siyuan Zhuang, Tianjun Zhang, Raluca Ada Popa, and Chenguang Wang October 20, 2025 | 3 min read