YaCy is a decentralized, privacy-focused search engine that allows users to control their own indexing, while Gigablast is a fast, efficient web-based search engine suitable for larger datasets but lacks the decentralization and privacy features of YaCy. The choice between them depends on whether the user prioritizes privacy and decentralization or speed and efficiency.