Degradation Tracker

Models whose 7-day rank change is worse than -2 positions. A sustained drop of more than two ranks over a week suggests the model may be losing ground to competitors or experiencing performance issues.

Models classified as "fragile" by our scoring system. These models have inconsistent performance metrics or borderline scores that could shift significantly with small changes in evaluation data.

Models declining on both the 24-hour and 7-day timeframes. When a model is losing rank on both short and medium-term windows, it indicates a persistent downward trend rather than temporary fluctuation.

The degradation risk score combines multiple signals: 7-day rank decline weighted 2x, 24-hour rank decline weighted 1x, plus 5 bonus points for fragile state. Higher scores indicate greater risk of meaningful performance degradation.