@article{250608727,
  title = {Breaking the ICE: Exploring promises and challenges of benchmarks for Inference Carbon & Energy estimation for LLMs},
  author = {Samarth Sikand and Rohit Mehra and Priyavanshi Pathania and Nikhil Bamby and Vibhu Saujanya Sharma and Vikrant Kaulgud and Sanjay Podder and Adam P. Burden},
  year = {2025},
  eprint = {2506.08727},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.08727v1},
}