The Definitive Guide toAI Data Centers
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ComparedAir cooling vs Direct-to-chip liquid

Air cooling vs Direct-to-chip liquid

Cooling is an equipment-and-facility envelope, not a universal rack-kW cliff. For the cited 132 kW nominal TDP: 115 kW liquid + 17 kW air NVL72-class profile, the OEM heat split requires direct-to-chip liquid plus residual room-air removal; other racks must be checked against component heat flux, airflow and inlet limits, liquid heat fraction, supported TCS/FWS or entering-water conditions, room rejection, climate, redundancy, serviceability, and the named refresh case.

AxisAir coolingDirect-to-chip liquid
Cooling-service envelopeworks where airflow, inlet temperature, pressure, containment, fan power, acoustics, and service access close for the named rackrequired where the named rack's supported heat split and heat flux require liquid capture at source
PUE band1.4–1.6 legacy halls; industry weighted average stuck at 1.541.05-1.15 in temperate climates with warm-water loops
Coolant temperatureair inlet target within the named ASHRAE equipment class; heat rejection may be compressor-led or economizedselect one supported TCS operating point; ASHRAE W-classes name FWS supply capability, while free-cooling hours depend on climate and approach temperatures
Water consumptionevaporative variants consume heavily; dry variants pay in PUEdry, non-evaporative heat rejection drives WUE-site near zero; heat reuse (ERF) becomes feasible
Failure modesfans, filters, containment and airflow; transient response depends on thermal mass and controlsleaks, fittings, coolant chemistry and loss of flow; response time must be proven for the named rack and loop
Retrofit storyn/a — it is the incumbentCDUs + manifolds + floor loading + trades data centers haven't staffed before
Where it winsprofiles whose airflow and inlet envelope closes; often storage/CPU rows, network rooms, edge sites and legacy estatesprofiles with an OEM liquid heat split or heat-flux/airflow limit that requires source capture

Quantitative cells are the guide's canonical figures — each is date-stamped and sourced in the numbers register and derived in the chapters below.

How the decision falls

Use the named rack's supported cooling profile as the design basis. A profile with a declared liquid heat fraction commits the project to its TCS/CDU/FWS path and residual-air duty; a proven air envelope can remain simpler for other profiles. Preserve a viable future water path when the equipment roadmap warrants it.

What would flip it: A different equipment heat split, airflow envelope, water availability, climate, redundancy target, service model, or future-density case can change the selection.

Model this fork with your own numbers: Rack cooling feasibility calculator

Full derivations, worked examples, and the numbers behind this matrix: Cooling-envelope selector and qualified modalities (Ch 5.1) · The thermal spine: chip to atmosphere (Ch 5.11) · PUE/WUE/ERF — the post-PUE metric stack (Ch 15.1)