We study the leading-twist time-reversal even transverse momentum dependent parton distribution functions (TMDs) of light and heavy vector mesons, i.e., the 𝜌, 𝐽 /𝜓 and Υ. We employ the leading Fock-state light front wave functions (LF-LFWFs) of 𝜌 and 𝐽 /𝜓 from our recent study, and supplement with Υ's LF-LFWFs. These LF-LFWFs are extracted from dynamically solved Bethe-Salpeter wave functions. The vector meson TMDs are then studied with the light front overlap representation at leading Fock-state. All the obtained TMDs are non-vanishing and evolve with current quark mass, in particular the tensor polarized TMDs 𝑓 1𝐿𝑇 and 𝑓 1𝑇𝑇 which undergo a sign flip. The 𝜌 TMDs are compared with other model studies and agreement is found, aside from 𝑓 1𝐿𝑇 and 𝑓 1𝑇𝑇 . Finally, the collinear PDFs of vector mesons are studied. The 𝜌's valence PDFs 𝑓 1,𝑣 (𝑥) and 𝑔 1𝐿,𝑣 (𝑥) are evolved to the scale of 2.4 GeV, with their first three moments compared to lattice QCD prediction. The qualitative behavior of tensor polarized PDF 𝑓 1𝐿𝐿 (𝑥) in 𝜌 at large 𝑥 is also discussed.