Snowflake describes its unique architecture as a multi-cluster shared data architecture using a central data repository and massively parallel processing (MPP). This design allows Snowflake to handle large amounts of data efficiently by distributing the workload across multiple clusters while still maintaining a single, central repository for data storage. This ensures high performance and scalability without the complexities of managing multiple independent data silos.