The Daily Mail reports that Southampton scouts watched the 21-year-old during last week’s game against Motherwell.
Wanyama has also been strongly linked with the likes of Liverpool and Manchester United in recent months.
The Kenyan midfielder is valued at around £10million by Scottish side Celtic.