In the 1950s and 1960s under stationmaster Taylor, Horton won the "Best Kept Station" award for 17 consecutive years. The station lost its passenger service on 4 May 1970, but reopened in July 1986, along with several other local stations on the line under British Rail. Goods traffic was handled at the station until 1964, with sidings at the southern end serving the nearby Horton Quarry continuing in use until the early 1980s. These were removed after the station signal box was decommissioned in 1986, but plans to reinstate them (as was done at nearby Arcow Quarry in 2016) are currently under consideration.