Why Model Portability Becomes Agency Pricing Power

Foundation model platforms are converging on compatible APIs and near-identical capability tiers, which means the model itself is no longer the moat. What compounds for an agency is the routing layer: the tested map of which model handles which client workload at what cost, latency and retention terms. Agencies that build that map own the margin; agencies that default to one vendor inherit its pricing changes and its outages.