Even if the heater leaks a small mouth, there will be obvious water around it, right?

Yes, there is a small hole in the heater and there will be obvious water around it.

Even if there are no small holes and cracks, there will be water seepage around, which is obvious.

So I suggest you find a professional to have a good check to avoid long-term water seepage and water damage to the floor or the surrounding area.