Stimson's Python (Antaresia stimsoni) honors Australian naturalist Andrew Francis Stimson, recognizing contributions to understanding Australian herpetofauna. The species belongs to genus Antaresia—Australia's dwarf pythons—containing four species collectively representing the smallest pythons in the world. The genus name references the star Antares in the constellation Scorpius, linking these snakes to their Australian homeland in the southern hemisphere. Stimson's Python is sometimes considered to have two subspecies: the nominate form (A. s. stimsoni) and the Eastern or Large-Blotched Stimson's Python (A. s. orientalis), though subspecific validity remains debated.
Within the reptile trade and herpetological communities, this species is known by several names including Stimson's Python, Large-Blotched Python (referencing their prominent dorsal markings), and occasionally Central Australian Python or Desert Children's Python. The name "Children's Python" technically applies to Antaresia childreni specifically but is sometimes used broadly for the entire Antaresia genus, creating confusion. Stimson's Python represents the most arid-adapted member of the genus, occupying Australia's desert interior where other Antaresia species don't range.
Stimson's Pythons display considerable geographic variation across their extensive inland range. Specimens from different localities may show variations in background color (from tan to rich reddish-brown), pattern intensity (from bold to subtle), and size. This variation has created interest among locality-specific collectors who maintain pure geographic lines. However, the captive population includes many individuals of mixed or unknown locality, which are perfectly suitable as pets while being less desirable for locality-focused breeding programs. Some particularly attractive locality variants command premium prices among collectors appreciating the natural diversity within the species.

