ROCm

AMD’s open-source GPU computing platform, the alternative to NVIDIA’s CUDA. ROCm support has improved significantly, with PyTorch offering official ROCm builds, but the ecosystem is still less mature. AMD GPUs can be 20–40% cheaper than equivalent NVIDIA cards, making ROCm attractive if your specific workload is supported. Always check framework and model compatibility before buying AMD for AI.