I think the "Thing" in Next Big Thing as this article uses it is rarely a business, more often a technology. WhatsApp has never been considered a toy, but IM as a medium has—WhatsApp's genesis as a valuable business is itself that toy becoming a Big Thing. Netflix was never a toy; streaming video was a toy in 2005, Netflix turned it into a billion dollar business.

Edit: Technology, not product, and Netflix example