The optimal way to remove duplicates from a Snowflake table is to create a temporary or transient table with distinct records, using the SELECT DISTINCT method. Then utilizing the SWAP method to push the metadata of the old table to new, within a single transaction. Now, the contents of the temporary table are present in the original table, with the pre-existing metadata.