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AMD uses a lot of slower cores and intel uses a few faster cores for better single core speed. Good Single core speed (like on intel) is generally better than a lot of slower cores(like on amd) in gaming so intel chips are usually a bit better and more effectively utilize the gpu which will result in better frame rates.
On the high end, such as in cases where you'll be pairing your CPU with a powerful AMD or Nvidia GPU, an Intel processor is the better option. In this case, using an Intel Core i3 or i5 CPU rather than an AMD equivalent can make the difference between 15 and 30 frames per second. While there is no clear winner in the graphics department, survey says AMD is the better option for integrated graphics (for now), while Intel works best when coupled with a GPU.