BackgroundThe current prostate cancer (PCa) screening standard of care (SOC) leads to unnecessary biopsies and overtreatment because decisions are guided by prostate‐specific antigen (PSA) levels, which have low specificity in the gray zone (3–10 ng/mL). New risk assessment tools (RATs) aim to improve biopsy decision‐making. We constructed a modeling framework to assess new RATs in men with gray zone PSA from the British Columbia healthcare system's perspective.MethodsWe evaluated the cost‐effectiveness of a new RAT used in biopsy‐naïve men aged 50+ with a PSA of 3–10 ng/mL using a time‐dependent state‐transition model. The model was informed by engaging patient partners and using linked administrative health data, supplemented with published literature. The incremental cost‐effectiveness ratio and the probability of the RAT being cost‐effective were calculated. Probabilistic analysis was used to assess parameter uncertainty.ResultsIn the base case, a RAT based on an existing biomarker's characteristics was a dominant strategy associated with a cost savings of $44 and a quality‐adjusted life years (QALY) gain of 0.00253 over 18 years of follow‐up. At a cost‐effectiveness threshold of $50,000/QALY, the probability that using a RAT is cost‐effective relative to the SOC was 73%. Outcomes were sensitive to RAT costs and accuracy, especially the detection rate of high‐grade PCa. Results were also impacted by PCa prevalence and assumptions about undetected PCa survival.ConclusionsOur findings showed that a more accurate RAT to guide biopsy can be cost‐effective. Our proposed general model can be used to analyze the cost‐effectiveness of any novel RAT.