The COVID-19 outbreak was a major event that greatly impacted the economy and health systems around world. Understanding behavior of virus being able to perform long-term short-term future predictions daily new cases is working field for machine learning methods mathematical models. This paper compares Verhulst’s, Gompertz´s, SIR models from point view their efficiency describe in Spain. These ...