To improve query performance on very large tables in Snowflake, using clustering keys is an effective technique. Clustering keys help organize the data in a table according to one or more columns, which improves the efficiency of queries that contain predicates on these columns. Unlike traditional database systems that use indexing, Snowflake's architecture benefits more from clustering to optimize data retrieval and storage operations.