Intel's $949 GPU has 32GB of VRAM for local AI, but the software is why Nvidia keeps winning
… Intel's XPU backend has been upstreamed into mainline PyTorch, meaning any Arc GPU can run PyTorch workloads natively without a separate extension. vLLM also has an official XPU backend that supports Intel Arc GPUs, and the performance numbers can be genuinely good. …