Benzene-1,3,5-d3 is a deuterated derivative of benzene that is potentially useful in studies concerning benzene. A study describes the quantitative analysis of benzene in biological samples utilizing a headspace assay with a benzene-d3 compound as an internal standard, and Benzene-1,3,5-d3 may be useful in such an application.