Objective Diagnosing periprosthetic joint infection (PJI) can be challenging. The ability to distinguish between septic and aseptic failure of a joint prosthesis is crucial for treatment strategy optimisation and prognosis prediction. Preoperative tissue cultures are included in many diagnostic algorithms; however, studies report different degrees of concordance (63%–85%) with intraoperative cultures. This study aimed to investigate the diagnostic performance of tissue biopsies in the preoperative diagnostic process with the 2018 International Consensus Meeting criteria as a reference and to describe the concordance between microbiological findings in pre- and intraoperative biopsies. Methods This observational retrospective study included 44 patients requiring revision surgery of a total hip or knee arthroplasty, where the diagnostic workup included biopsies of periprosthetic tissue. The accuracy of preoperative biopsies was calculated, and concordance between microbiological findings in pre- and intraoperative biopsies was described. Results The accuracy was 59%, with a sensitivity of 50% and specificity of 79%. Full concordance between microbiological findings in pre- and intraoperative biopsies was found in 64% of the cases. Conclusion An open biopsy of periprosthetic tissue cannot reliably confirm or exclude PJI, and, therefore, should not be performed.