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

Corporate sustainability targets now sit in the same procurement spreadsheet as performance and price. The teams hitting their numbers treat power draw as a measurable constraint from day one rather than a downstream surprise. They also discover quickly that the difference between a vendor’s TDP number and what the PDU actually records under their workload determines whether the initiative succeeds or just shifts the problem to facilities.