I present high-resolution column density maps of two molecular clouds having strikingly different star formation rates. To better understand the unusual, massive G216-2.5, a molecular cloud with no massive star formation, the distribution of its molecular gas is compared to that of the Rosette Molecular Cloud. Far-infrared data from Herschel are used to derive N(H2) maps of each cloud and are combined with ICO data to determine the CO-to-H2 ratio, XCO. In addition, the probability distribution functions (PDFs) and cumulative mass fractions of the clouds are compared. For G216-2.5, <N(H2)>=7.8×1020cm−2 and <XCO>=2.2×1020(Kkms−1)−1; for the Rosette, <N(H2)>=1.8×1021cm−2 and <XCO>=2.8×1020(Kkms−1)−1. The PDFs of both clouds are log-normal for extinctions below ∼2 mag and both show departures from log-normality at high extinctions. Although it is the less-massive cloud, the Rosette has a higher fraction of its mass in the form of dense gas and contains 1389M⊙ of gas above the so-called extinction threshold for star formation, AV=7.3 mag. The G216-2.5 cloud has 874M⊙ of dense gas above this threshold.