Microsoft Technology Licensing, LLC

Griffin Solimini

Arunabh P Verma

Eric S Hamilton

Kripal Kavi

William Jarrad Bailey

Rajneil Singh Rana

Sebastian Carl Merry

Timothy John Kiesow

Daniel Aaron Dobyns

Shu-Wei Hsu

Matthew Carl Dubois

Seyed Ali Hosseini Khayat

In non-limiting examples of the present disclosure, systems, methods, and devices for matching device configurations to games are presented. A set of device configuration tiers may be generated from gameplay telemetry data generated by a plurality of client devices executing a plurality of games. A device configuration for a specific client device may be determined based at least on the specific client device's GUI type. When the specific client device accesses a software game library a determination may be made based on a performance tier corresponding to the device configuration for the specific client device as to whether the specific client device can adequately execute each game. One or more recommendations may be rendered and displayed in the game library based on the determination of whether the specific client device can adequately execute each game.

Game performance prediction from real-world performance data

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Griffin Solimini