When the Pokémon enters a battle, its Attack and Sp. Atk stats are slightly boosted for each of the allies in its party that have already been defeated.
When a Pokémon with Supreme Overlord enters battle, it receives a 10% additive increase to the power of its moves for each ally Pokémon that is fainted in its party.