Question GPU and Mobo compatibility

Feb 1, 2023
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So I have H61M-VS mobo, with Xeon 1245V2 processor, and EVGA 430W 80+ PSU, few days ago I tried an rx460 gpu on it, but when I connected the GPU, the PC stopped giving me display on turning on. When I checked on google, it said it's incompatible with my mobo, is that why it wasnt giving me display? If so please explain to me how it works? Secondly I am thinking of buying Rx 470 4gb or r9 380 4gb, will that be compatible with my MOBO? And will it work fine and not give me the display error?