The new token economy: Why inference is the real gold rush in Artificial Intelligence

A new benchmark from SemiAnalysis spotlights the soaring cost of running advanced models and places Nvidia’s Blackwell stack at the front of the efficiency curve for large scale inference. As multi step reasoning inflates token counts, software hardware co design and open source optimizations are becoming the profit lever in Artificial Intelligence.