Livenerf is a deterministic benchmark launched on Claude Opus 5.5's release date (2026-09-22) to detect whether the model degrades after shipping. Running daily for 30 days across 78 screened questions from GPQA, MMLU-Pro, and competition math, it can detect accuracy drops of ~7.5 points per 10-day window using statistical methods from Anthropic's own evaluation framework.