A new software benchmark provides a fresh metric for evaluating AI performance. This tool targets specific efficiency gaps in current LLM deployments. It offers developers a more precise way to measure latency. Practitioners can now identify bottlenecks without relying on generic industry averages, though the impact remains incremental for most users.