Detectives say the Porsche Panamera was stolen from an auto leasing business in December 2011.
They recently tracked the suspect, 36-year-old Andrew Foley Parker, to a residence in Studio City, where he was arrested Wednesday.
Along with the Porsche, they also discovered a massive identity fraud operation, including credit card manufacturing machines and an assortment of fake IDs.