
VRAM Speed Rules LLM Inference: RTX vs W7800
Reddit user benchmarks NVIDIA RTX 6000 96GB against single AMD W7800 48GB for LLM inference like GPT120b. Tokens/sec ratio (0.49) closely matches VRAM bandwidth ratio (0.48), proving speed dominance. Multi-GPU setups average performance, advising bandwidth priority over capacity alone.






