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RAM ammount does not affect FPS as long as you have enough of it. If you run out of RAM the game will start to freeze and stutter during gameplay while it's loading stuff from the HDD/SSD.
RAM clockspeed will improve CPU performance on Ryzen systems which make use of an interposer (Infinity Fabric). APU/I-GPU systems are also very affected by RAM clockspeed since they use it as video memory. And it will improve performance in some RAM heavy games such as Fallout 4 and Battlefield 1.
RAM bandwidth (Single channel, Dual channel etc..) can in some RAM heavy games give you a sizable boost in performance. In APU/I-GPU systems dual channel memory can nearly double your performance over single channel in games.
For AMD ryzen, it can have a large effect, 10-15% as its architecture needs fast ram, but again, going over that 3200 sweet spot is a limited benefit currently, ddr4 with its much higher speeds could change that sweet spot quite a lot however.
or if its an apu, then system ram speed/performance makes a direct impact on fps
If you don't have enough RAM, then certainly. If you have plenty of RAM, more isn't better.
RAM is just fast storage, we load things into RAM because it's much faster than reading directly from the disk. "Load" on the CPU and GPU is work those devices are supposed to be doing, RAM doesn't alleviate that. Not having enough RAM means either the CPU or GPU, or both, are going to be waiting around while you first get data off the disk. I guess that would alleviate "load", because the CPU/GPU is doing less work while it's waiting. But of course that's pretty bad for performance.
So the 8 was holding me back. I have an i58400 and I was worried it was that but adding that extra ram made such a nice impact.
And as memory speed and latency, it make difference too, small on Intel but sometimes huge on AMD. As example 2133 ->3200@CL14 moved my gaming FPS from 60 to 75 on Threadripper CPU.
16GB is enough for 99% if gaming tasks, those with more will usually have a reason, like I use 32GB on both systems as I tend to have an ungodly number of chrome tabs open, and they can eat alit of memory and it saves me closing them to game lol