Continuous increase of the production photovoltaic energy requires precise forecasting to ensure grid stability. This paper presents a detailed benchmark eight commercial solutions for intra-day solar forecasts. The comparison was carried out on period six months, from November May 2021, seven different PV plants located in countries northern hemisphere. Performance evaluation metrics MAE, RMSE...