Architects' Tech Alliance

May 12, 2026 · Industry Insights

Why Tokens Have Turned Into ‘Gold Water’: How Model Providers Are Raking in AI Profits

The AI ecosystem is witnessing a massive shift where exploding hardware costs and soaring token demand have turned tokens into a high‑margin commodity, allowing model providers to capture most of the profit while Nvidia and TSMC keep prices flat for strategic reasons.