The correct statement is:
Producers are at the bottom level of all three pyramids.
In an energy pyramid, biomass pyramid, and numbers pyramid, producers (such as plants) occupy the base because they generate energy through photosynthesis, which supports all other levels of consumers (herbivores, carnivores, etc.) in the ecosystem.