Intel's $949 GPU has 32GB of VRAM for local AI, but the software is why Nvidia keeps winning
…the performance was decent too, netting approximately 23 tokens per second on Qwen3's 14B parameter model. Having said that, getting there was painful. You needed specific Docker images, particular environment variables…