Generating in real-time multiple gameplay videos in a cloud computing network of a mobile game played on multiple mobile devices is disclosed. A cloud-based video system of the cloud computing network receives gameplay state information of the mobile game played on the multiple mobile devices, where the gameplay state information associated with a mobile device describes the states of the mobile game while the game is played on the mobile device. The video system generates a gameplay map comprising the gameplay observed by the multiple mobile devices. Responsive to a viewer or a virtual director selecting the gameplay associated with a mobile device, the video system generates a gameplay video of the mobile game associated with the mobile device based on encoded audio frames and video frames of the mobile game played on the mobile device.