23 place 0 fresh

116 FOMO is why enterprises pay for GPUs they don't use — and why prices keep climbing

VentureBeat
VentureBeat 1 place · today 11:12 EDT

Enterprises can't fix their GPU waste problem because the fix makes the problem worse. Releasing idle capacity would improve utilization, but the same shortage driving GPU prices up is exactly why no team will give capacity back. So the fleet sits at roughly 5%, billed by the hour, and the cycle tightens.That pressure — repeated across thousands of enterprises over the past two years — is the reason most companies are now running their GPU fleets at roughly 5% utilization, according to Cast AI's 2026 State.

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