A constituent based cartilage growth finite element model (CGFEM) by Davol et al. [16] was recently developed to predict cartilage biomechanical properties after growth. The poroelastic theory in [16] models articular cartilage (AC) as a porous, elastic solid submerged in inviscid fluid. However, the transient tensile response of AC can be more accurately described as a viscoelastic solid. To further develop this CGFEM, a model of AC that accounts for tensile viscoelasticity is desired. The objective of this work was to develop a poroviscoelastic (PVE) finite element model (FEM) of AC and quantify the tensile viscoelastic properties of the collagen and proteoglycan (PG) constituents. PG viscoelasticity could not be quantified from the experimental tension data; however, previous results suggest PGs are not intrinsically viscoelastic in tension [45]. Collagen viscoelastic parameters were iterated with an optimization function and had strong correlations with PG content, indicating that interactions between PGs and collagens affect the mechanical properties of collagen. As an application of the PVE FEM, the effects of assuming homogeneous PG density were investigated by comparison with a heterogeneous PG density FEM.