first off, I've tried to search but could not find an answer. .
Welcome to CPF!
The answers are coming overkill...
I have the Romisen n-3 cree q5 led flashlight. With it comes an extension tube that will hold two AA batteries in case you do not want to use a single crt123.
Light designs that involve a single CR123 or 1xAA or 2xAA configuration have boost regulators and should not be used with a power source that exceeds the Vf of the LED.
With the tube screwed on it is the correct length for three cr123 batteries. I had a friend "turn out the ID of the tube so that the cr123's will fit and the light output is amazing.
I'm actually amazed to hear that you are getting any output at all. The LED should have fried already, undoubtedly you have already done permanent irreversible damage to the LED and possibly the electronics. The Vf of an LED is around 3.5V give or take a few tenths, when flashlights are designed around these LEDs, they generally either boost a lower voltage source up to the voltage needed for the LED, or buck down the voltage from a higher voltage source. There are no production flashlights in existence at this time that can properly boost from ~3V or buck from ~9V and work properly either way. You have to choose either boost or buck in most circumstances. In your case, you have a boost regulator.
Now, I recently purchased the battery station rcr123's and it's charger, but the battery diameter is too large. Is there any rcr123 out there with the same diameter as say the SUREFIRE CR123? Thanks.
If you did manage to fit 3 RCR123s in there, it would be the end of the flashlight for sure. I don't know how or why you haven't already smoked it with 3 CR123s, but if anything you are lucky you weren't able to fit those cells in there.
Lets say, by some weird miracle, that the LED survived long enough for it to be a useful configuration on 3xRCR123s (it wouldn't), I can guarantee that it would be drawing far more current than what is safe for the cells anyways.
....
Now, to actually answer your question:
Most RCR123s are a few tenths of a mm fatter than regular CR123s, but some are closer than others. *Most* flashlight tubes designed for CR123s have enough wiggle room to fit these variations but not all. AWs new LiMn chemistry IMR16340s are probably the closest to the size of a regular CR123 of any RCR123 cell on the market, but I warn you, installing 3 of them into the light will instantly destroy the LED or electronics or both.
-Eric