Scientists believe Peking Man was more advanced than Java Man based on the complexity of tools found at the Peking Man site, evidence of controlled fire use, and indications of cooperation and social organization among Peking Man individuals. These factors suggest a more developed level of cognitive abilities and social behavior compared to Java Man.