AI inference typically requires lower memory bandwidth and can run efficiently on single GPUs like RTX 4090 or L40S, while training demands high memory capacity and bandwidth, often requiring A100 or H100 GPUs with NVLink. Our consultation process analyzes your specific models and datasets to recommend the optimal configuration, ensuring you don’t overspend on training-grade hardware for inference workloads.