New Analyst report

Token optimization begins with choice

As you move AI from pilots into production, token usage becomes a real cost base—one that shapes budgets and regulatory exposure. Optimizing it is an architecture decision, not a billing exercise you hand to finance after launch. It spans four levers: cost, performance, sovereignty and privacy.

In this IDC Spotlight, sponsored by Equinix, learn why keeping infrastructure, model and application as independent, swappable layers is what makes real optimization possible—and how the Equinix Distributed AI™ Hub delivers that flexibility from a neutral point of interconnection.

Highlights

  • IDC projects more than 1 billion active AI agents worldwide by 2029, a 40-fold increase from 2025.
  • Those agents will execute over 217 billion actions a day and consume roughly 3.7 teratokens daily. 
  • Token optimization is an architecture decision that spans four levers: cost, performance, sovereignty and privacy.
  • Independent, swappable infrastructure, model and application layers make every lever reachable and continuously tunable.
  • The Equinix Distributed AI Hub™ brings data control, caching and model gateways together at a neutral point of interconnection.
Equinix positions itself as a trusted AI exchange: a neutral place to interconnect the pieces of a modern AI estate, from model providers to public clouds to the newer sovereign and specialized cloud options, without locking into any one of them.
Dave McCarthy
Group Vice President, IDC—Token Optimization Begins with Choice, IDC Spotlight sponsored by Equinix (IDC #US54821826), August 2026