Officers were called to the junction of Devizes Road and Beatrice Square to reports of a stabbing at 6:22 on Tuesday evening.
A man in his 30s was treated at the scene before being taken to hospital, where he remains in a stable condition.
A 27-year-old man from Tadworth has been arrested and remains in police custody.
