According to CNBC, actual water consumption by AI data centers is difficult to compare because operators typically disclose company-wide data rather than figures for individual sites. The report notes that while internal closed-loop liquid cooling systems can recirculate water, facilities still need to dissipate heat to the external environment; different external cooling methods involve a trade-off between water and electricity usage, with consumption also influenced by factors such as climate, hardware, and facility location.