Performance 2-8x throughput improvements with vLLM optimization 30-50% bandwidth penalty eliminated with NUMA topology 2-5x CUDA Graph speedup with optimal t

Performance 2-8x throughput improvements with vLLM optimization 30-50% bandwidth penalty eliminated with NUMA topology 2-5x CUDA Graph speedup with optimal topology Up to 90% cost savings with automatic provider switching <2 minute spot recovery with KV cache checkpointing Up to 3x faster cold starts with weight streaming Up to 50% cost savings with MLA-aware VRAM estimation