I would say no. We have a 5000 BTU Haier AC in our 13' Scamp
and when the temp gets up into the 90's, it struggles to cool even that small space. Maybe it has to do with the single-wall construction & lack of insulation, but I wouldn't go with anything less than 5000. If we ever have to replace the AC, we'll go with something stronger.