The solution properties of hydroxyethyl starch (HES) vary significantly owing to different measurement parameters adopted and sample structures. Here, a round-robin study was conducted to compare inter-laboratory measurements of solution properties, weight-average molecular weight (Mw), and molecular weight distribution of four HES candidates covering the low- and medium-molecular-weight range, and 50 commercially available HES 130/0.4 drug samples. Analysis was performed using size exclusion chromatography (SEC) combined with multi-angle laser light scattering (MALLS) and differential refractive index (dRI) detectors. The results indicate that HES molecules in the Mw range of 17,000–130,000, with varying degrees of substitution (between 0.4 and 0.8), yielded a refractive index increment (dn/dc) value of 0.145 ± 0.003 mL/g (solvent: acetic acid-sodium acetate buffer; wavelength: 658 nm) and that the second virial coefficient (A2) is correlated with Mw. The SEC-MALLS-dRI method for Mw determination of HES demonstrated good inter-laboratory reproducibility; however, the study findings suggest that column specifications should be added for HES quality standards. Comparing Mw results obtained using common and experimentally corrected dn/dc and A2 values revealed an influence of dn/dc and A2 on Mw, indicating that the Mw acceptance criteria of HES quality standards should be adjusted.