Objective: The cumulative standardized uptake value (SUV)-volume histogram (CSH) was reported to be a novel way to characterize heterogeneity in intratumoral tracer uptake. This study investigated the value of fluorine-18 fludeoxyglucose ( 18 F-FDG) intratumoral heterogeneity in comparison with SUV to discriminate between primary benign and malignant musculoskeletal (MS) tumours. Methods: The subjects comprised 85 pathologically proven MS tumours. The area under the curve of CSH (AUC-CSH) was used as a heterogeneity index, with lower values corresponding with increased heterogeneity. As 22 tumours were indiscernible on 18 F-FDG positron emission tomography, maximum standardized uptake value (SUV max ), mean standardized uptake value (SUV mean ) and AUC-CSH were obtained in 63 positive tumours. The Mann-Whitney U test and receiver operating characteristic (ROC) analysis were used for analyses. Results: The difference between benign (n 5 35) and malignant tumours (n 5 28) was significant in AUC-CSH (p 5 0.004), but not in SUV max (p 5 0.168) and SUV mean (p 5 0.879). The sensitivity, specificity and accuracy for diagnosing malignancy were 61%, 66% and 64% for SUV max (optical threshold value, .6.9), 54%, 60% and 57% for SUV mean (optical threshold value, .3) and 61%, 86% and 75% for AUC-CSH (optical threshold value, #0.42), respectively. The area under the ROC curve was significantly higher in AUC-CSH (0.71) than SUV max (0.60) (p 5 0.018) and SUV mean (0.51) (p 5 0.005). Conclusion: The heterogeneity index, AUC-CSH, has a higher diagnostic accuracy than SUV analysis in differentiating between primary benign and malignant MS tumours, although it is not sufficiently high enough to obviate histological analysis. Advances in knowledge: AUC-CSH can assess the heterogeneity of 18 F-FDG uptake in primary benign and malignant MS tumours, with significantly greater heterogeneity associated with malignant MS tumours. AUC-CSH is more diagnostically accurate than SUV analysis in differentiating between benign and malignant MS tumours.