“AMD’s ROCm stack is improving, but CUDA’s lead remains substantial.”
AMD has been one step away from catching CUDA for ten years. The gap has not closed and Nvidia keeps moving the target. The hardware is competitive. The software is the moat and AMD still cannot fund the engineering required to bridge it.