SARS-CoV-2 is considered a pandemic virus and presents a major strain on public health globally. SARS-CoV-2 infects mammalian cells by binding to its receptor, ACE2 which is mediated by the viral spike glycoprotein, specifically the receptor binding domain (RBD) within the spike protein. Recent development of vaccines against SARS-CoV-2 spike protein are currently the best strategy to reduce morbidity and mortality from infection. Like all viruses, SARS-CoV-2 evolves which may result in mutations which are benign or alter its viral fitness. The evolution of SARS-CoV-2 may increase the virulence, possibly by increasing the infectivity of the virus through strengthening the binding of the RBD to ACE2 or enabling the virus to evade naturally or vaccine induced immune responses. To address the need to characterise the evolution of SARS-CoV-2, this study has compared SARS-CoV-2 sequences globally to the Wuhan reference strain at different time points. Additionally, by assigning scores to sequence data, which quantify each sequences binding strength to ACE2 and ability to evade patient derived antibodies, we have demonstrated that over time SARS-CoV-2 has evolved in less than one year to increase its ability to evade antibodies and increase the binding free energy between the RBD and ACE2.