Overall, the individual errors, as well as the relative ordering of the functionals have changed dramatically. Three functionals that appeared in the middle of the pack when evaluated on the original BH9 subset, perform best on our newly acquired data points: ωB2-PLYP18, PBE-QIDH, and RSX-QIDH. Remarkably, these three functionals buck the trend of all the other functionals, by actually performing better on the new data compared to the original data.