The Beuk standard setting method derives cut scores through expert judgment that balances content and normative perspectives. This study developed a method to estimate confidence intervals for Beuk settings and assessed their accuracy via simulations. Simulations varied SME panel size, expert agreement, cut score locations, score distributions, and decision alignment. Panels with 20+ participants provided precise and accurate cut score estimates if strongly agreed upon. Larger panels did not improve precision significantly. Cut score location influenced confidence interval widths, highlighting its importance in planning. Real data showed SME disagreement increased bias and variance of Beuk estimates. Use Beuk cut scores cautiously with small panels, flat score distributions, or significant expert disagreement.