AMD’s upside is less about a single GPU generation and more about becoming the default alternative platform for large AI buyers who want
multi-sourcing and faster deployment. If
Helios becomes a repeatable rack blueprint (sold via
hyperscalers/OEMs) and
ROCm friction meaningfully drops, AMD can scale data center mix and keep a platform premium even while headline semiconductor multiples normalize.