The most common catalysts used for hydrogen oxidation are noble metals such as platinum (Pt), palladium (Pd), and ruthenium (Ru). These metals are highly effective but also expensive. Recent research focuses on developing alternative catalysts that are less costly and more abundant, such as nickel-based or iron-based catalysts, as well as bimetallic catalysts that combine different metals to enhance performance.