We evaluate a mobile-agent reservoir based on a boid swarm with a global, physically motivated input (temperature-modulated speed), inertial velocity mixing, and soft speed normalization. We use two evaluation pipelines: (i) a main scaling pipeline (polynomial expanded readout), and (ii) a pure memory-capacity (MC) pipeline with a linear readout and no polynomial terms to isolate intrinsic memory. A summary of the overall approach is shown in Fig. 2.