were you using manual exposure ?

shutter speed is only one aspect, you can correctly expose with 1/2000s as long as you balance this with aperture and ISO

I'll shoot at 1/2000s or more all the time becuase i want to use a large aperture also and there's lots of light so the shutter speed is high to balance the exposure