At 80 TOPS the Ryzen AI 9 HX 370 is the cheapest AI entry into 12-core laptops, does that trade hold up?

  It is a fair deal. The pitch is not a giant TOPS figure but a 12-core, 24-thread platform with 24MB of L3 and AVX-512 that happens to carry an AI ticket: an 80 TOPS NPU for low-power always-on duty while the CPU side stays heavy enough for data work. What should raise your budget is the display, RAM and chassis, not this number.

  Tight budgets that still want 12 cores with AI as a bonus find their answer in the 370; buyers who need the top NPU to feel safe can pay up, but the 80-to-91 span is invisible in nearly every app. Redirect the saving into memory capacity or drive speed, where the perceived gain dwarfs a few TOPS.