Lower, Mark A (1860) Patronymica Britannica: a dictionary of the family names of the United Kingdom. London: J.R. Smith. Public Domain.
We don't have any stats on how common this name is. This is probably because it's very rare in the UK.
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The Stanbridge surname in historical dictionaries
Patronymica Britannica (1860)
STANBRIDGE. Places in Sussex, Bedfordshire, &c. The heiress of Stanbridge, of Stanbridge, in the former county (parish of Slinfold), married Cowper, ancestor of Earl Cowper, in the XV. century.