Also, remember that your eyes are going to be adjusted to however much light there is, so a smaller, dimmer light will generally work just fine.
Definite agreement there, though a lot can depend on who else you cave with, and how bright they run their lights.
With my first proper home-made light, I had some very happy
solo exits from -600m in alpine caves running on a low flood setting of ~2lumens for everything apart from very occasional looking around or boulder-trotting, and on that setting, I could get a continuous week from one battery pack, which gives a huge feeling of security.
Currently I'm experimenting with a max 200lumen-per-LED light, but compared with the original 2004 version that was 10x dimmer, it's not 10x better, even though it can do some things better.
The advice to get something cheap and adequate to start with is excellent.
See what people around you use, and why (and what they don't use, and why), and then maybe buy the premium light if you want to, by which point you'll probably appreciate it a whole lot more after the waiting.