Longest runtime for budget single AA or AAA led light on low setting to be used in tornado shelter

Looking for a reliable budget AA- or AAA led light with longest runtime on low setting...doesnt need to have super bright capabilities. Probably 30 lumens or less. 1 or 2 lumens may be a bit to weak to see in the tornado shelter. Ty