English

An Augmented Rating System for Test cricket: adapting Glicko's model

Applications 2026-03-04 v1 Computation

Abstract

ICC's current ranking system does not adequately account for key contextual factors such as home advantage, toss impact and scheduling imbalances; leading to inconsistencies in team evaluation in Test cricket. This study develops an enhanced rating framework by adapting and enhancing Glicko's model to incorporate these influences alongside Margin of Victory, an important indicator of dominance a contest. This enables a more dynamic and probabilistically grounded assessment of team performance. Using past match data, the model demonstrates improved expected score estimation and predictive accuracy. Robustness of the resulting ratings is demonstrated through bootstrap resampling, confirming stability with respect to match scheduling. Overall, the framework provides a fairer and more statistically consistent approach to ranking Test teams.

Keywords

Cite

@article{arxiv.2603.02574,
  title  = {An Augmented Rating System for Test cricket: adapting Glicko's model},
  author = {Rhitankar Bandyopadhyay and Diganta Mukherjee},
  journal= {arXiv preprint arXiv:2603.02574},
  year   = {2026}
}

Comments

23 pages, 17 tables, 1 figure

R2 v1 2026-07-01T11:00:22.829Z