ASICs are custom-designed hardware tailored for a specific purpose. In cryptocurrency mining, ASICs are engineered to execute a particular mining algorithm with maximum efficiency. They outperform GPUs and CPUs in terms of hash rate and energy consumption for specific cryptocurrencies like Bitcoin. However, ASICs lack versatility; they can only mine the algorithm they are designed for, making them less adaptable to other uses or changes in mining algorithms.