Infrastructure Leaders Shift Focus From Token Maximization to Value Optimization

The artificial intelligence industry is fundamentally changing how it measures computing efficiency. Rather than chasing raw token consumption, three infrastructure leaders are now focused on achieving better outcomes per dollar spent. In a recent discussion, Marc Boroditsky, Chief Revenue Officer at Nebius, articulated the shift: models are essential, but the entire end-to-end solution determines whether AI infrastructure delivers real value.