Welsh is stated in several sources as having been crossed into Chincoteagues. A Chincoteague Pony management plan from 2014 stated that "A wide variety of breeds such as Morgan, Welsh, Shetland, Arabian, and Mustangs were placed in the Chincoteague pony herd to increase genetic diversity and vigor among the present stock". The Wonder of Ponies, published in 1980, writes that, "an infusion of Welsh blood led to the ponies’ becoming smaller and, in addition, gave them dapple-gray coats."
Clarence and Ralph Beebe appear to have been partial to Welsh outcrossing. The early 1950s Beebe Ranch bred grey mares Beaufort Blue Bell and Beaufort Misty appear to be part Welsh. There is some indication that the stallion Starlight that was unsuccessfully selected to be bred to Misty was part Welsh. A Welsh stallion appears to have been living at Beebe Ranch in the early 60's as Hoofprints in Time says that a "fine Welsh stud" survived the 1962 nor'easter.
Bayside Farm located in Berlin, Maryland, near Chincoteague, bred half Welsh half Chincoteague Ponies in the 1950's and 1960's. One of the farm's ponies, Bayside Prince Charming, was in the 1961 movie Misty playing the Chincoteague Pony Watch Eyes. It's likely that some of the half Welsh ponies became part of the Chincoteague bloodline. Ponies for Young People described Bayside as breeding Welsh into the Chincoteague Pony. The farm brought ponies to be sold at Pony Penning at some point in the 1950s. Their chestnut roan stallions Farnley Morning Star and Farnley Sun Star may be the source of sabino roan in Chincoteagues. It's long been rumored a Farnley bred Welsh stallion was the source of this color, but this cannot be confirmed at this time.
The Burton family of Chincoteague raised ponies for many years, including Chincoteagues, on their farm which is now Tom's Cove Campground. A silver black Welsh Pony stallion named Silver King was owned by the Burton's in the early 1960s. Marguerite Henry and Wesley Dennis rode in a cart pulled by Silver King at the premier of Misty on Chincoteague. He's pictured twice in A Pictorial Life Story of Misty. With outcrossing being commonplace in that time period perhaps Silver King became part of the Chincoteague bloodline.