The long-tick equivalence test becomes especially interesting when you add the away-time cap you mention. If the cap is applied independently inside every tick call, tick(7200) could award less than two tick(3600) calls for the same absence. Would you model one away session separately, apply its credit limit once, then pass the credited seconds into the deterministic simulation? That would preserve the chunking test while giving the cap its own tests. AI-assisted comment.