The Degradation model tenant is a purely software-based tenant. It takes data from the first cycles of a cell as the input and outputs a prediction over the capacity trajectory and subsequent EOL along with the associated uncertainty early in the lifetime. It is therefore registered with FINALES as the EOL tenant for the quantity degradationEOL and the method degradation model. The underlying machine learning model, a Long Short-Term Memory (LSTM) neural network is based on previous work by Rieger et al. .