Teams provisioning petabyte-scale AI training clusters or large object stores in 2026 reach for the densest available enterprise SSDs to hold down rack counts and acquisition cost. That decision lands on QLC more often than not. The capacity and per-terabyte power figures look attractive until the endurance counters on the drives start climbing faster than the five-year warranty model predicted. The mismatch almost always comes from one operatio