Providing recommendation(s) for a computing device executing a gaming application

A server comprising:

• one or more processors;
• and
• one or more non-transitory computer readable media storing instructions executable by the one or more processors to perform operations comprising:
• receiving, from a computing device, a device profile identifying a gaming application and metrics associated with execution of the gaming application that is installed on the computing device;
• performing a comparison of the device profile with other device profiles associated with other computing devices;
• determining, based on the comparison, a similarity index of the device profile with the other device profiles, wherein the similarity index comprises one of a Jaccard index, a Simple Matching Coefficient, a Hamming distance, a Sorensen-Dice coefficient, a Tversky index, or a Tanimoto distance;
• selecting a subset of the other device profiles based at least in part on the similarity index wherein:
• the subset of the other devices profiles are associated with a subset of the other computing devices;
• and
• the gaming application is installed on individual computing devices of the subset of the other computing devices;
• determining one or more configuration differences between the device profile of the computing device and individual device profiles of the subset of the other device profiles;
• determining one or more configuration recommendations based on the one or more configuration differences;
• and
• sending the one or more configuration recommendations to the computing device.

One or more non-transitory computer readable media storing instructions executable by one or more processors to perform operations comprising:

• receiving, from a computing device, a device profile identifying a gaming application and metrics associated with execution of the gaming application that is installed on the computing device;
• performing a comparison of the device profile with other device profiles associated with other computing devices;
• determining, based on the comparison, a similarity index of the device profile with the other device profiles, wherein the similarity index comprises one of a Jaccard index, a Simple Matching Coefficient, a Hamming distance, a Sorensen-Dice coefficient, a Tversky index, or a Tanimoto distance;
• selecting a subset of the other device profiles based at least in part on the similarity index, wherein:
• the subset of the other devices profiles are associated with a subset of the other computing devices;
• and
• the gaming application is installed on individual computing devices of the subset of the other computing devices;
• determining one or more configuration differences between the device profile of the computing device and individual device profiles of the subset of the other device profiles;
• determining one or more configuration recommendations based on the one or more configuration differences;
• and
• sending the one or more configuration recommendations to the computing device.