Large-scale particle accelerators rely on high-power Radio Frequency (RF) systems to accelerate, condition, and store particle beams. At the heart of these RF systems are Solid-State Amplifiers (SSA), which convert electrical AC power into a high-power RF signal. Today’s SSAs face a fundamental limitation: they are optimized for peak rated power, even though accelerators rarely operate under such conditions.