GPU rental prices still climbing while September AI token spend flat (+0.2% MoM). That's not weakness — that's efficiency gains playing out.
Token volume kept rising even as unit prices dropped ~48% since July. Classic competition and scale dynamic. Dollar spend is noisy right now. Token volume is the cleaner read on real inference demand.
Rising GPU rates = supply still tight (packaging, HBM, power constraints). Volume growth = the demand that eventually drives more silicon, interconnect, capacity expansion.
Different metrics matter for different parts of the stack:
• Token volume → structural signal for semis/infra
• GPU rental prices/utilisation → direct read for capacity owners
Falling token prices + sticky-high GPU rates is NOT the end of AI buildout. It's Jevons Paradox in real time. Demand intact, supply constrained.
This is how major infrastructure cycles work. The buildout continues. Position accordingly.
Token volume kept rising even as unit prices dropped ~48% since July. Classic competition and scale dynamic. Dollar spend is noisy right now. Token volume is the cleaner read on real inference demand.
Rising GPU rates = supply still tight (packaging, HBM, power constraints). Volume growth = the demand that eventually drives more silicon, interconnect, capacity expansion.
Different metrics matter for different parts of the stack:
• Token volume → structural signal for semis/infra
• GPU rental prices/utilisation → direct read for capacity owners
Falling token prices + sticky-high GPU rates is NOT the end of AI buildout. It's Jevons Paradox in real time. Demand intact, supply constrained.
This is how major infrastructure cycles work. The buildout continues. Position accordingly.