In this blog post, we will see the difference between throughput and goodput, why throughput alone can give you a dangerously false sense of confidence, and how goodput, the metric championed by NVIDIA’s AIPerf tool, tells you the truth about your LLM deployment.
If you have ever shipped a feature that looked perfectly healthy in your monitoring dashboard but fell apart under real user load, this post is for you.