Kacbu lists 1 Graphics Cards that stands out for On-device AI: AMD. This is not a ranking; the product is here because its editorial assessment found it strong for this use.
On-device AI depends on a separate unit inside the processor existing and on software actually using it. The unit alone runs nothing; the operating system and the apps have to recognise it. Look at where the maker states which features are supported on which platform, not at the single line in the feature list.
Each card carries what sets the product apart. Open the product page for its strengths, weaknesses and alternatives.