OSRAM CSLNM1.TG & CULNM1.TG 1mm², CSLPM1.TG & CULPM1.TG 2mm²

The intensity of a flashlight depends on two things, the emitter’s luminance (cd/mm^2) and the front area of the optic.
Just ignore reflectivity for now, to simplify things.
The luminous flux output of a flashlight depends on the angle of light collection, because the angle tells us both the area on the hemisphere as well as the intensity.

Try playing around with these calculators, you might see how things work when you adjust the value sliders: