1. Open Performance monitor
2. Open Player and observe the CPU usage. Screenshots CPU usage.
Check example below, when CPU usage gets 100%, high quality videos get laggy and stop playing.
5. Test in fullscreen mode and get reports.
https://technet.microsoft.com/en-us/library/dd744567(v=ws.10).aspx
Recommended.