This paper demonstrates the impact of temperature variation on vertically stacked junctionless nanosheet field effect transistor (JL-NSFET) concerning analog/RF performances using different gate lengths (Lg) along with high-k gate dielectrics. A comprehensive analysis of analog/RF performances like transconductance (gm), gate capacitance (Cgg), gate to drain capacitance (Cgd), output conductance (gds), intrinsic gain (Av), maximum oscillation frequency (fMAX), gain frequency product (GFP), and cutoff frequency (fT) is carried out for the temperature range 77-400 K. Note that with the decrease in temperature from 400 to 77 K, there is an improvement in AV, GFP, fT, and fMAX by ~7.43%, ~78.4%, ~78.38%, ~50.9%, respectively. It is also found AV gets degraded with the downscaling of Lg from 16 to 8 nm. However, the same resulted in the improvement of RF performance. From detailed analysis, it is further observed that the usage of high-k gate dielectrics (k=22) in JL-NSFET devices is not suitable due to the depreciation of analog/RF FOMs. Moreover, it is also noted that the improvement in analog/RF performance (ΔFoM = FoM(T=400) – FoM(T=100)) resulted from lowering the temperature can further be improved by downscaling of Lg and by using low-k gate dielectric.