Manhattan Street (MS) Networks are bidimensional linear node sets arranged as the avenues and streets of Manhattan. The simulation and analysis of all-optical MS networks is the central target of this paper. In order to avoid using complex electronics and/or optical domain buffers, the deflection routing and the asynchronism are taken into account in the analysis. Deflection routing is performed by conveying incoming packets towards one of the two outputs. The characteristics of MS Networks are presented, along with their structural properties and the parameters used for performance analysis. An analytical methodology for the theoretical obtaining of these parameters is described. Some basic concepts on network simulation are discussed. Several simulations of the proposed network are presented, using both UDP and TCP protocols, and the software used for simulations is also described. The obtained results are compared and discussed with respect to the previously described analytic methodologies. Finally, the effect of network latency on the TCP-protocol throughput is assessed.