Internet speed depends on the type of usage also. Here, if you are closer to the access point, then obviously your bandwidth should be higher than someone who is far away. But in practice, more the number of devices are connected to the internet, the bandwidth is being shared thus affecting the speed.
Theoretically, multiple devices connected to Wi-Fi doesn’t slow down the internet speed.
