Usa-Places.com has listed approx 2 Costume stores in Thousand Oaks. Some of the Top rated Costume stores in Thousand Oaks are- The Best Halloween Store Ever! & Costume Annex and A Walk Thru Time Vintage Clothing and Antiques - Now open at new location!.