None of your comment writes about why CUDA is so special compared to OpenCL or Metal.

Anybody who has worked with them knows that it's basically the same.

Optimizing kernels for all architectures and all models is a hard problem as there are lot of cases to handle, but getting good utilization for a particular model on a particular architecture (like MI300 / Mixtral) is not that hard.