The diphenylalanine (FF) peptide self-assembles into a variety of nanostructures, including hollow nanotubes that form in aqueous solution with an unusually high degree of hydrophilic surface area. In contrast, diphenylalanine can also be vapor-deposited in vacuum to produce rodlike assemblies that are extremely hydrophobic; in this process FF has been found to dehydrate and cyclize to cyclo-diphenylalanine (cyclo-FF). An earlier study used all-atom molecular dynamics (MD) simulations to understand the early stages of the self-assembly of linear-FF peptides in solution. Here, we examine the self-assembly of cyclo-FF peptides in vacuum and compare it to these previous results to understand the differences underlying the two cases. Using all-atom replica exchange MD simulations, we consider systems of 50 cyclo-FF peptides and examine free energies along various structural association coordinates. We find that cyclo-FF peptides form ladder-like structures connected by double hydrogen bonds, and that multiple such ladders linearly align in a cooperative manner to form larger-scale, elongated assemblies. Unlike linear-FFs which mainly assemble through the interplay between hydrophobic and hydrophilic interactions, the assembly of cyclo-FFs in vacuum is primarily driven by electrostatic interactions along the backbone that induce alignment at long-range, followed by van der Waals interactions between side chains that become important for close-range packing. While both solution and vacuum phase driving forces result in ladder-like structures, the clustering of ladders is opposite: linear-FP peptide ladders form assemblies with side-chains buried inward, while cyclo-FF ladders point outward.