Agreement

The same robots (all hand-built presets plus random ones) are stepped on both backends from identical start states. Differences start at float32 rounding, then grow because contact and gait dynamics are chaotic.

Throughput

Full evaluations (0.5 s settle plus 10 s measured). Robot-seconds simulated per wall-clock second.