The Radnor seat was under the patronage of the 5th Earl of Oxford, whose uncle secured the seat for Price when a vacancy arose in 1799. Price developed his own support base, and within ten years was opposing Oxford's interests in Radnor.[2]
He was a largely silent MP, supporting Tory administrations, and by 1832 had spoken in the House of Commons only to oppose parliamentary reform.[2]