Digging into the architectural internals, the two laptops share a remarkable amount of common ground: identical Blackwell GPU architecture, the same memory bus width, memory bandwidth, GPU memory speed, CPU cache sizes, instruction set support, and platform-level features like Intel Resizable BAR and big.LITTLE technology. For all practical purposes, the underlying platform engineering is the same — the differentiation comes from how much of that architecture each laptop's GPU actually exposes.
The Acer Predator Helios 18 AI fields 10,496 shading units, 328 TMUs, and 128 ROPs against the Lenovo Legion Pro 7i's 7,680 shaders, 256 TMUs, and 96 ROPs. These figures directly mirror the floating-point and throughput gap identified in the Performance group — more execution units translate to more parallel work completed per clock cycle, which is what drives the Acer's higher TFLOPS and texture rates in practice. The Acer's GPU is also configured with a higher TDP of 95W versus the Legion's 80W, meaning it is allowed to sustain more power draw — and therefore more performance — under sustained load. This is a meaningful structural advantage, not just a paper specification.
The Acer Predator Helios 18 AI holds the clear edge in this group. Its higher shader count, TMU and ROP totals, and greater TDP headroom collectively describe a GPU that is both architecturally larger and thermally less constrained than the one in the Legion Pro 7i — consistent with and explanatory of its stronger benchmark throughput figures.