
On-device AI models are finally good enough to replace cloud calls on flagship phones
Qualcomm's latest NPU runs inference at 220 tokens per second, up from 70 a generation ago. That leap -- not a bigger cloud model -- is what's actually changing how AI features work on your phone in 2026.










