Difference between iGPUs
Motherboard GPUs are a relict of the past, pretty much the only application they're still used for is server motherboards for basic Displays.
They have many disadvantages; They can't be powerful as that would require active cooling. They would increase the cost of the motherboard as it would be another processor that would have to be soldered onto the motherboard.
Putting it onto the CPU is an easy way out; The GPU is just another addition to the existing silicon. It's connected to the memory anyways and it's actively cooled. It just needs a few extra phases power delivery on the board.
They're a viable option nowadays for servers as basic display outputs. A very weak GPU is enough to do so. Also, it wouldn't be viable to try to integrate an iGPU onto a massive die such as an Epyc or Xeon with as many pins as they have already anyways. Also many servers don't require any display output at all so it would be a waste to implement one.
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