Canon's CMOS sensors cannot use all of the light coming in at very large apertures because of how the sensor wells work, so Canon implements a 'silent' ISO boost when you select apertures larger than f/2.8.
The effect is very small from f/2.8 to f/2.0, and quite a bit bigger from f/2 to f/1.4.
The smaller the physical size of the pixels, the more of this kind of background 'cheating' is employed. I read a study on this (I think from DxO) some time ago, and for the 7D (state of the art 1.6X Canon at the time of the test) the camera was boosting by nearly a full stop ISO at f/1.4 as compared to f/2.8.
This is a little confusing for a lot of people, so let me give an example. Suppose you take a picture at f/2.8, 1/100 and ISO 1600 and it is correctly exposed.
Now you change to f/2.0, 1/200 and ISO 1600. But because the camera cannot gather the full extra stop from f/2.8 to f/2.0, it will tell you it is shooting at ISO 1600 while silently boosting the ISO 1/3 stop and actually giving you the noise level of ISO 2000.
And imagine you change to f/1.4, 1/400 and ISO 1600. But now the camera is unable to gather much more of the light from the very large aperture, so while it continues to tell you it is shooting at ISO 1600, it will be applying a full 1 stop boost internally and giving you the noise of ISO 3200.
Here is a link to an article at Luminous Landscape about the phenomenon:
https://luminous-landscape.com …jor-camera-manufacturers/