Osaka dialect is a specific dialect spoken in the city of Osaka, while Kansai dialect refers to the broader regional dialect spoken in the Kansai region, which includes Osaka and surrounding areas such as Kyoto and Kobe. Osaka dialect is more casual and energetic compared to the Kansai dialect, which encompasses a wider range of variations within the region.