Hazelcast is primarily an in-memory data grid that excels in high-performance, real-time processing and scalability, but lacks advanced querying capabilities. In contrast, RethinkDB provides a rich SQL-based querying experience and strong ACID compliance, making it suitable for applications requiring complex transactions and real-time analytics.