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AMD processors are usually cheaper compared to Intel processors of the same architecture. The main rivalry between the companies is often boiled down to motherboards and processors. The primary difference between AMD and Intel motherboards is that they only accept the same kind of processor. Hence, an AMD motherboard would only work with an AMD processor, and likewise, an Intel motherboard will only work with an Intel processor, and not the other way around.
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.