They could have high internal resistance in which they want produce much current without the voltage sagging alot. Are they old cells or fairly new.
I have had lights that wouldn’t run but maybe 30 or 40 seconds because the battery voltage under the load dropped below low voltage protection.
Changed to higher current batteries and problem solved. The batteries I ran into the problem with was 16340 sized. I bought and tested several different brands. The best for high current that I have tested is the Vapcell 16340 800mah.