Credit U.S. News and World Report. Florida Hospital in Orlando earned the state's top spot by ranking nationally in 10 of 16 specialties evaluated in the annual report. With 1,972 beds, the hospital is the largest in Florida and second-largest in the nation, according to Beck's Hospital Review. Thirty-three Florida hospitals were included in the 25th edition of the U.S. News rankings, one of many annual reports grading medical centers and how well they care for patients.