There are more permutations of particle labels when two particles have energy 0 and two have energy 1 than when three particles have energy 0 and one has energy 2. (The total energies are the same,) From this observation alone argue that the Boltzmann distribution should be lower than the Bose-Einstein at the lowest energy level.
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