Bone-chilling temperatures, dramatic scenery and road trip interludes make the SCAR Swim a fan favorite in the niche sport of open water swimming.

As an ultrarunner, Oz Pearlman took on a challenge he had contemplated for 12 years: running from Montauk to Manhattan. As a mentalist, he took...