We discuss the treatment of the systematic frequency shifts due to microwave lensing and distributed cavity phase in "First accuracy evaluation of NIST-F2" 2014 Metrologia 51 174-182. We explain that the microwave lensing frequency shift is generally non-zero and finite in the limit of no applied microwave field. This systematic error was incorrectly treated and we find that it contributes a significant frequency offset. Accounting for this shift implies that the measured microwave amplitude dependence (e.g due to microwave leakage) is comparable to the total reported inaccuracy. We also discuss the importance of vertically aligning the fountain perpendicular to the axis of the cavity feeds, when the cavity has only two independent feeds. Finally, we note that background gas collisions have a different behavior for cold clock atoms than for clock atoms at room-temperature, and therefore room temperature measurements do not directly apply to lasercooled clocks.We comment on several aspects of the recent accuracy evaluation of NIST-F2 [1], which reported a total systematic uncertainty of 1.1×10 −16 . Our most significant remark regards the evaluation of the microwave lensing frequency shift [2-6], which was briefly described in [1] and more fully presented in a recent preprint [7]. They calculated a frequency offset of 0.2×10 −16 that goes to zero in the limit of zero microwave amplitude. We show that this frequency shift of NIST-F2 is larger, of order 0.9×10 −16 , and comparable to other evaluations, which range from 0.6×10 −16 to 0.9×10 −16 [4][5][6]. In [1] Heavner et al. included microwave lensing with other systematic errors that depend on microwave amplitude, such as microwave leakage. When the shift that we calculate is removed from their measured amplitude dependence, the clock's frequency has a significant amplitude dependence with an offset at optimal amplitude from other amplitude dependent shifts (e.g. microwave leakage) that is comparable to the total systematic