Despite their usefulness, toxicological models have limitations. In vitro models may not fully replicate complex biological interactions seen in living organisms. In vivo models raise ethical concerns and may not always predict human responses accurately due to species differences. In silico models, while efficient, rely heavily on existing data, and their predictions may vary based on the quality of input data.