GPU:CPU ratio shifting from training-era norm toward agentic-inference host demand

Name: GPU:CPU ratio shifting from training-era norm toward agentic-inference host demand
License: https://aidatacenterguide.com/terms#intellectual-property

~8:1 → ~2:1 and belowobserved

Value kind	observed — Reported measurements, counts, and specifications keep the precision and scope stated by their source; an exact specification is not treated as a range.
Scope	agentic-inference hosts
As of	2026
Source	TrendForce Insights
Review	checking…review by 2026-10-26 · standard cadence
Recorded changes	last 2026-07-10 · 3 revisions tracked
Claim id	gpu-cpu-ratio-shifting-from-training-era-norm

Where the guide uses it

1.7 The Requirements-and-Consequences Matrix

← Full numbers register — every date-stamped figure in the guide, with revision history.