This research focuses on the comparative analysis of the III-V study of junction-free and conventional double gate III-V TFETs for high power analog and RF applications, emphasizing their performance for future analog and RF applications. Using TCAD simulations, the effects of temperature variations and geometrical parameters on both device structures are investigated. Key performance metrics, including transconductance ( \(g_m\) ), threshold voltage ( \(V_t\) ), subthreshold swing (SS), cutoff frequency ( \(f_t\) ), maximum oscillation frequency ( \(f_{max}\) ), and the on/off current ratio ( \(I_{on}/I_{off}\) ) are analyzed. GaN-based TFETs demonstrate advantages such as high electron mobility, thermal stability, higher breakdown voltage, and wide bandgap. However, challenges such as limited current driving capability and ambipolar behavior restrict their performance. In contrast, JF-DG-TFETs provide greater design flexibility and enhanced gate control, leading to superior performance, particularly under cryogenic conditions. The simulation results reveal that GaN TFETs achieve an on-state current ( \(I_{on}\) ) of \(6.8 \times 10^{-6}\) A, an off-state current ( \(I_{off}\) ) of \(80 \times 10^{-15}\) A, an SS of 62 mV / Dec, transconductance ( \(g_m\) ) of \(2.14 \times 10^{-3} \,\mu\) S, and threshold voltage ( \(V_t\) ) of 0.64 V. Compared to others, JF-DG-TFETs demonstrate a 5.33% improvement in \(V_t\) , 28.87% enhancement in \(g_m\) , 58% reduction in SS, and 59% increase in \(I_{on}/I_{off}\) . It is well suited for next-generation ultra-high-power analog and RF power devices, showing significant potential for advanced high-power applications.