Pretty new to this myself. Less than one year.
I have three different mfrs right now.
First was a Wildview el cheapo that uses 4 C batteries and a Flash. It was given to me. Works fine, but didn't like the flash... especially since there's IR available these days.
Next is a StealthCam IR that uses 8 C batteries. Works GREAT except I don't like the C batteries. Two weeks ago it stops taking pictures. Bought it through The Sportsmans Guide.com for $87.
Now I have a Bushnell Trophy Cam. I first bought an older unit, but it wouldn't take daytime pics worth a darn. Called their tech support, they confirmed there is something wrong with it and recommended I exchange it for the same model or the upgraded version. Cabela's had the upgraded version, only black, for the same $199. This one accepts software upgrades and accepts 16GB SD cards. Works great... so far. The StealthCam takes better daytime pics though.
They tout this camera as having a 1 year battery life when used with 8ea Lithium batteries.