When Does Muon Actually Win? A Paired Data-, Time-, and Tuning-Budget Benchmark

Mushir Akhtar, Hazem N. Nounou, Majdi Mansouri +1

Muon's gains in data efficiency motivate evaluating its performance under explicit data, time, and tuning budgets. On a single A100 GPU, we compare a reference single-device Muon i…