SREGym (Noise Injected) - Diagnosis: leaderboard
Metric: Diagnosis success rate (%; checklist-based LLM-judge verdict on the submitted root cause, Claude Sonnet 4.6 judge, 90 problems x 3 runs, with two ambient noise patterns injected every five minutes). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 (Claude Code) | 62.6 |
Interactive version: theaggregate.ai/benchmark?slug=sregym-noise-injected-diagnosis · How It Works · Data refreshed daily, snapshot 2026-09-26.