Background: Peak oxygen uptake (V˙O2peak) measured by a cardiopulmonary exercise test (CPX) is the gold‐standard for predicting surgical risk in patients with non‐small cell lung cancer (NSCLC). The 3‐minute chair rise test (3CRT) is a simple test requiring minimal resources. This study aimed to determine the ability of 3CRT to predict V˙O2peak in patients with NSCLC. Methods: Retrospective data from CPX and 3CRT carried out in 36 patients with NSCLC between March 2018 and February 2019 were included. A multivariate analysis was undertaken to derive a predictive V˙O2peak equation based on performance on the 3CRT. In addition, sensitivity‐specificity analysis was carried out to estimate a threshold 3CRT value for the prediction of V˙O2peak ≥ 15 mL/kg/minute. Results: The following equation was obtained: V˙O2peak predicted = (0.04765 × FEV1) ‐ (0.207 59 × BMI) ‐ (0.115 89 × age) + (0.386 09 × vertical distance) + 16.628 69; r2 = 0.75, P < 0.01. The bias between the V˙O2peak values predicted and measured during CPX was 0.0 ± 1.7 mL/kg/minute (95% limits of agreement [−3.5 to 3.5]). A performance ≥49 chair rises predicted V˙O2peak ≥ 15 mL/kg/minute with a sensitivity of 0.75 and a specificity of 0.81. Conclusions: The level of error in the prediction of V˙O2peak from 3CRT performance was too great to recommend that 3CRT should replace CPX as the sole measurement of V˙O2peak. Nevertheless, the 3CRT could help to identify those patients that require CPX prior to lung resection surgery for NSCLC, larger prospective study is needed to confirm this hypothesis. Key points: Significant findings of the study: Cardiopulmonary exercise tests can stratify the surgical risk. Prediction of the peak oxygen uptake (V˙O2peak) value from the 3CRT yields an unacceptable level of error. However, a performance of 49 chair rises or more during the 3CRT could indicate a V˙O2peak ≥ 15 mL / kg / minute. What this study adds: The 3CRT is a useful screening tool to determine the necessity for a comprehensive cardiopulmonary exercise test, whose access is limited in clinical practice. It could also allow early screening of patients requiring specific prehabilitation programs. [ABSTRACT FROM AUTHOR]