Amd dropped the ball when it came to software and has now separated their GPU architecture so that they only have enterprise cards for data science. NVIDIA got in early and made CUDA default among all product lineups so that consumer cards could be used as entry-level cards by hobbyists. While it would’ve been nice to see more competition, the only company taking this space seriously has been nvidia.