The Illusion of Performance: Why Throughput Obscures LLM Failure

Are LLM throughput numbers misleading? Learn why goodput is the new standard for measuring real AI performance and user value as of May 2026.

#llmperformance, #aitechnology, #goodput, #techmetrics, #aiserving

https://newsletter.tf/llm-goodput-vs-throughput-performance-metrics/

Engineers are moving away from throughput, which counts all data, to goodput, which only counts useful data. This shift helps fix slow AI responses that users cannot actually use.

#llmperformance, #aitechnology, #goodput, #techmetrics, #aiserving
https://newsletter.tf/llm-goodput-vs-throughput-performance-metrics/

Software engineering metrics are crucial for understanding & improving software development1.... But which metrics are right? 🤔

Moving away from simple LOC counts towards modern, holistic approaches

My new post compares the leading frameworks: ✅ DORA ✅ SPACE ✅ DevEx ✅ DX Core 4 ✅ ESSP

Each framework illuminates different aspects of technical effectiveness. Understand how they work & which fits your goals.

More in the blog: https://www.lotharschulz.info/2025/05/04/engineering-metrics-frameworks-dora-devex-space-dx-core-4-essp-comparison/

#SoftwareDevelopment #Engineering #Metrics #DevOps #DORA #DORAmetrics #SPACEframework #DevEx #DXCore4 #ESSP #TechMetrics #Developer