The reliability of drug tests can vary based on the type of test, the substance being tested for, and the testing method. Confirmatory tests such as GC-MS or HPLC are generally more accurate than preliminary screening tests. Factors such as sample contamination, improper handling, and the presence of interfering substances can affect test results.