Every run from the Ouro DFT (ABACUS v3.10.1, LCAO DZP, 100 Ry, kspacing 0.3, SCF + forces/stress) parallel-layout benchmark on Modal: layout (worker:ranks x threads[:kpar[:binding]]), OpenBLAS thread setting, wall time, energy, moment, ABACUS per-section timings, and host CPU family. Four series: first layout matrix, timing + pinning, OpenBLAS pinned, production baseline.