That’s why we stress-test detection quality with clean sets—not just chase the highest alert count. In vendor-style false alarm tests on common business software, top products hit near-zero false positives (NetSecurity 98.9% with 0, Trellix 98.4% with 0, Sophos 98.0% with 0).