Show HN: Utilyze – an open source GPU monitoring tool more accurate than nvtop

Standard GPU monitoring tools (nvidia-smi, nvtop, CloudWatch, etc.) fundamentally misreport utilization by measuring only whether a GPU is active rather than actual computational throughput, masking severe inefficiencies that can result in unnecessary hardware purchases and wasted energy expenditures. Utilyze, an open-source monitoring tool, provides accurate real-time GPU efficiency measurement with negligible overhead, enabling organizations facing GPU scarcity and rising costs to recover significant performance headroom from existing infrastructure and avoid costly over-provisioning decisions. For IT leaders managing AI infrastructure, deploying accurate monitoring is critical to optimizing capital expenditure, reducing energy consumption, and making informed infrastructure investment decisions in an environment of GPU scarcity and rising computational costs.