Differential testing is a prevalent strategy for establishing test oracles in automated DBMS testing. However, meticulously selecting equivalent DBMSs with diverse implementations and compatible input syntax requires huge manual efforts. In this paper, we propose Thanos, a framework that finds DBMS bugs via storage engine rotation based differential testing. Our key insight is that a DBMS with different storage engines must provide consistent basic storage functionalities. Therefore, it’s feasible to construct equivalent DBMSs based on storage engine rotation, ensuring that the same SQL test cases to these equivalent DBMSs yield consistent results. The framework involves four main steps: 1) select the appropriate storage engines; 2) extract equivalence information among the selected storage engines; 3) synthesize feature-orient test cases that ensure the DBMS equivalence; and 4) send test cases to the DBMSs with selected storage engines and compare the results. We evaluate Thanos on three widely used and extensively tested DBMSs, namely MySQL, MariaDB, and Percona against state-of-the-art fuzzers SQLancer, SQLsmith, and Squirrel. Thanos outperforms them on branch coverage by 24%–116%, and also finds many bugs missed by other fuzzers. More importantly, the vendors have confirmed 32 previously unknown bugs found by Thanos, with 29 verified as Critical.