PostgreSQL is a relational database known for its ACID compliance and strong SQL capabilities, making it ideal for applications requiring complex transactions. In contrast, Apache Cassandra is a NoSQL database designed for high availability and scalability, excelling in handling large volumes of write operations across distributed systems.