It is well known that non-enzymatic template directed molecular replicators X
exhibit parabolic growth d
]/dt -> k
. Here, we analyze the dependence of the effective replication rate constant k
on hybridization energies, temperature, strand length, and sequence composition. First we derive analytical criteria for the replication rate k
based on simple thermodynamic arguments. Second we present a Brownian dynamics model for oligonucleotides that allows us to simulate their diffusion and hybridization behavior. The simulation is used to generate and analyze the effect of strand length, temperature, and to some extent sequence composition, on the hybridization rates and the resulting optimal overall rate constant k
. Combining the two approaches allows us to semi-analytically depict a replication rate landscape for template directed replicators. The results indicate a clear replication advantage for longer strands at lower temperatures in the regime where the ligation rate is rate limiting. Further the results indicate the existence of an optimal replication rate at the boundary between the two regimes where the ligation rate and the dehybridization rates are rate limiting.