Liam Beckwith

Career

Season	Div	Team	Pos	GP	90s	G	A	raw/90	adj/90	sched	rank	pct
2025	D1	Princeton	MID	16	11.9	1	4	0.372	0.396	1.10	625	76
2024	D1	Princeton	MID	18	15.1	0	3	0.223	0.232	1.06	1355	50
2023	D1	Princeton	MID	15	11.4	0	0	0.111	0.112	·	2122	20
Career	D1	1 team		49	38.5	1	7	0.236	0.247

The career row totals only what can be totalled. Schedule, rank and percentile are blank because each one is a position inside a single division-season, so there is no career version of them, and the best season's percentile is not one. The career raw/90 and adj/90 are every season put on the D1 scale and weighted by minutes, which is the only way to total a rate across divisions. The level ladder is measured from 665 players observed in two divisions, in both directions, so it is a within-player comparison rather than a guess. Treat it as a translation, not a projection. The ladder is an average over players who moved, and most of them were mid-table, so applying it to someone far out in his division's tail assumes the gap is the same size up there. The mover sample cannot check that.

2025 · every game by opponent strength

Each circle is one game, placed by how strong the opponent was and how many goal involvements he had. Filled circles are games he scored or assisted in. He drew 60% of his involvements against the weaker half where 38% was expected given the schedule he played (p = 0.288). That is within the normal range.

2025 game log