The development of Al-Ti-B grain-refiners is outlined. The relationships between nucleant particle potency, number and volume efficiencies, and overall refiner performance are explored. The importance of the particle size distribution is illustrated using hypothetical log-normal distributions in a thermal model for grain refinement which uses a free-growth criterion for grain initiation. In this way the degree of optimization of a current commercial refiner is assessed.