Weak-scaling results for the uniform-emission benchmark. Wall-clock time (average of the last three cycle step times) is shown as a function of the number of MPI ranks, with per-core workload held approximately constant (N_base/P = 5000 cells per core, Δt ∝ P^−1/3). The dashed line shows the ideal weak-scaling reference (constant time).