The pre-race model projection carries a dominant quality advantage — best composite (61), best speed rank (62) and best average performance (72) in a high-calibre A1 field. The form sequence P78→P69→P81→P56→P89→P63 includes elite-level scores of P89 and P81, confirming ability at the very top of the grading ladder. An EP80 Fader, she generates strong early pace and has the bend rating to use it constructively. The critical structural problem is her trap 4 draw: at A1 480m Monmore, this box produces just 7.02% of winners from 57 qualifying runs — by far the worst draw in this race. Trainer R Taberner operates at 24% and the underlying ability is genuine, but the degree of structural bias against trap 4 at elite Monmore grades makes this projection speculative. The model selects her on ability; the draw data raises a significant caution.