Systems and techniques are provided for the classification of risks associated with developers in an application ecosystem. Signals associated with a developer account for an application ecosystem may be received. Each of the signals may include one of an account signal, an application signal, and a financial signal, and each of the signals may be associated with a weight and a score. The signals may be combined using the weights and the scores associated with the signals to obtain a risk probability for the developer account. The risk probability may be scored.