Good Better Best vs Brampton Cows

GBHomeGood Better Best

1–11Final

BCAwayBrampton Cows

Jan 21, 2026 · Central B - East vs South · Ben Johnson related theme

MVP [CLUD/HHRS] Tactical Miss · 8.3 performance rating

Writing the recap…

APR is the Alto Performance Rating: 0 to 10, with 6.0 league average. Click any APR to see the working.

Good Better Best

Player	G	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
[GBB] Mumen Rider	0	0	0	5	2	4	0	0	2	0	0:00	47	2.95	5.37
[GBB] mattyb30	1	1	2	3	1	0	3	1	4	6	0:26	73	4.11	5.74
[GBB] mattyb69	0	0	1	0	0	5	0	1	5	8	0:04	14	2.95	3.72

Brampton Cows

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
[CLUD/HHRS] Tactical Miss	6	3	9	13	0	1	1	0	1	3	21	0:14	164	8.62	4.71
[HHRS] Saucy	3	5	8	4	1	3	0	1	2	4	20	0:20	152	9.63	5.33
[OCP/BRC] lacaaas	2	3	5	2	1	5	2	1	0	1	15	0:16	92	9.69	5.05

Mumen Rider Good Better Best

rated once over the whole game. Baseline: the player's own division.

APR4.3

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	0	1.64	1.52	0.23	-1.076	-0.247
Assists	0	1.34	1.19	0.19	-1.129	-0.214
Shots	0	3.73	2.78	0.09	-1.345	-0.121
Passes	0	16.09	7.24	0.08	-2.222	-0.178
Saves	5	2.1	2.32	0.19	1.252	0.238
Blocks	2	6.14	4.08	0.11	-1.015	-0.112
Takeaways	0	3.07	2.82	0.11	-1.091	-0.12

6.0 + clip(Σ −0.755 × 2, −3 to 3) = 4.491, then −0.2 goals against → 4.3

Pucker+47

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	0	2.867	0	0.32	0
Shots	0	3.734	0	0.08	0
Saves	5	2.096	2.386	0.15	0.358
Blocks	2	6.138	0.326	0.07	0.023
Takeaways	0	3.074	0	0.12	0
Passes	0	16.085	0	0.08	0
Faceoff win rate	0.333	0.5	0.667	0.03	0.02

Σ 0.401 ÷ Σ weights 0.85 = 0.471 → ×100 = 47.14 → 47

Offensive2.95

Rate	League	Weight	Contribution
Points per possession-sec	0.082	0.4	1.181
Shooting %	0.439	0.2	0.591
Assists per pass	0.083	0.4	1.181

Σ contribution = 2.954

Defensive5.37

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	5	2.096	9.529	0.3	2.859
Blocks	2	6.138	3.649	0.2	0.73
Takeaways	0	3.074	2.954	0.25	0.738
Goals conceded	11	5.532	4.161	0.25	1.04

Σ contribution = 5.367

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.

mattyb30 Good Better Best

rated once over the whole game. Baseline: the player's own division.

APR4.9

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.64	1.52	0.23	-0.419	-0.096
Assists	0	1.34	1.19	0.19	-1.129	-0.214
Shots	2	3.73	2.78	0.09	-0.625	-0.056
Passes	6	16.09	7.24	0.08	-1.393	-0.111
Saves	3	2.1	2.32	0.19	0.39	0.074
Blocks	4	6.14	4.08	0.11	-0.525	-0.058
Takeaways	3	3.07	2.82	0.11	-0.026	-0.003

6.0 + clip(Σ −0.465 × 2, −3 to 3) = 5.07, then −0.2 goals against → 4.9

Pucker+73

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	1	2.867	0.349	0.32	0.112
Shots	2	3.734	0.536	0.08	0.043
Saves	3	2.096	1.431	0.15	0.215
Blocks	4	6.138	0.652	0.07	0.046
Takeaways	3	3.074	0.976	0.12	0.117
Passes	6	16.085	0.373	0.08	0.03
Faceoff win rate	1	0.5	2	0.03	0.06

Σ 0.622 ÷ Σ weights 0.85 = 0.731 → ×100 = 73.15 → 73

Offensive4.11

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.038	0.082	0.4	1.619
Shooting %	0.5	0.439	0.2	1.311
Assists per pass	0	0.083	0.4	1.181

Σ contribution = 4.112

Defensive5.74

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	3	2.096	7.626	0.3	2.288
Blocks	4	6.138	4.66	0.2	0.932
Takeaways	3	3.074	5.903	0.25	1.476
Goals conceded	11	5.532	4.161	0.25	1.04

Σ contribution = 5.736

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.

mattyb69 Good Better Best

rated once over the whole game. Baseline: the player's own division.

APR3.7

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	0	1.64	1.52	0.23	-1.076	-0.247
Assists	0	1.34	1.19	0.19	-1.129	-0.214
Shots	1	3.73	2.78	0.09	-0.985	-0.089
Passes	8	16.09	7.24	0.08	-1.117	-0.089
Saves	0	2.1	2.32	0.19	-0.904	-0.172
Blocks	5	6.14	4.08	0.11	-0.279	-0.031
Takeaways	0	3.07	2.82	0.11	-1.091	-0.12

6.0 + clip(Σ −0.962 × 2, −3 to 3) = 4.075, then −0.2 cold shooting, −0.2 goals against → 3.7

Pucker+14

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	0	2.867	0	0.32	0
Shots	1	3.734	0.268	0.08	0.021
Saves	0	2.096	0	0.15	0
Blocks	5	6.138	0.815	0.07	0.057
Takeaways	0	3.074	0	0.12	0
Passes	8	16.085	0.497	0.08	0.04
Faceoff win rate	0	0.5	0	0.03	0

Σ 0.118 ÷ Σ weights 0.85 = 0.139 → ×100 = 13.91 → 14

Offensive2.95

Rate	League	Weight	Contribution
Points per possession-sec	0.082	0.4	1.181
Shooting %	0.439	0.2	0.591
Assists per pass	0.083	0.4	1.181

Σ contribution = 2.954

Defensive3.72

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	2.096	2.954	0.3	0.886
Blocks	5	6.138	5.267	0.2	1.053
Takeaways	0	3.074	2.954	0.25	0.738
Goals conceded	11	5.532	4.161	0.25	1.04

Σ contribution = 3.717

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.

Tactical Miss Brampton Cows

rated once over the whole game. Baseline: the player's own division.

APR8.3

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	6	1.64	1.52	0.23	2.864	0.659
Assists	3	1.34	1.19	0.19	1.398	0.266
Shots	13	3.73	2.78	0.09	3.339	0.3
Passes	21	16.09	7.24	0.08	0.679	0.054
Saves	0	2.1	2.32	0.19	-0.904	-0.172
Blocks	3	6.14	4.08	0.11	-0.77	-0.085
Takeaways	0	3.07	2.82	0.11	-1.091	-0.12

6.0 + clip(Σ 0.903 × 2, −3 to 3) = 7.805, then +0.5 hat trick → 8.3

Pucker+164

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	8.5	2.867	2.965	0.32	0.949
Shots	13	3.734	3.481	0.08	0.279
Saves	0	2.096	0	0.15	0
Blocks	3	6.138	0.489	0.07	0.034
Takeaways	0	3.074	0	0.12	0
Passes	21	16.085	1.306	0.08	0.104
Faceoff win rate	0.5	0.5	1	0.03	0.03

Σ 1.396 ÷ Σ weights 0.85 = 1.642 → ×100 = 164.22 → 164

Offensive8.62

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.643	0.082	0.4	4
Shooting %	0.462	0.439	0.2	1.242
Assists per pass	0.143	0.083	0.4	3.381

Σ contribution = 8.623

Defensive4.71

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	2.096	2.954	0.3	0.886
Blocks	3	6.138	4.116	0.2	0.823
Takeaways	0	3.074	2.954	0.25	0.738
Goals conceded	1	5.532	9.046	0.25	2.262

Σ contribution = 4.709

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.

Saucy Brampton Cows

rated once over the whole game. Baseline: the player's own division.

APR7.9

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	3	1.64	1.52	0.23	0.894	0.206
Assists	5	1.34	1.19	0.19	3.082	0.586
Shots	4	3.73	2.78	0.09	0.096	0.009
Passes	20	16.09	7.24	0.08	0.541	0.043
Saves	1	2.1	2.32	0.19	-0.473	-0.09
Blocks	4	6.14	4.08	0.11	-0.525	-0.058
Takeaways	1	3.07	2.82	0.11	-0.736	-0.081

6.0 + clip(Σ 0.615 × 2, −3 to 3) = 7.229, then +0.4 playmaker, +0.25 hot shooting → 7.9

Pucker+152

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	8	2.867	2.79	0.32	0.893
Shots	4	3.734	1.071	0.08	0.086
Saves	1	2.096	0.477	0.15	0.072
Blocks	4	6.138	0.652	0.07	0.046
Takeaways	1	3.074	0.325	0.12	0.039
Passes	20	16.085	1.243	0.08	0.099
Faceoff win rate	1	0.5	2	0.03	0.06

Σ 1.294 ÷ Σ weights 0.85 = 1.523 → ×100 = 152.27 → 152

Offensive9.63

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.4	0.082	0.4	3.999
Shooting %	0.75	0.439	0.2	1.688
Assists per pass	0.25	0.083	0.4	3.942

Σ contribution = 9.629

Defensive5.33

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	2.096	4.08	0.3	1.224
Blocks	4	6.138	4.66	0.2	0.932
Takeaways	1	3.074	3.648	0.25	0.912
Goals conceded	1	5.532	9.046	0.25	2.262

Σ contribution = 5.33

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.

lacaaas Brampton Cows

rated once over the whole game. Baseline: the player's own division.

APR6.1

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	2	1.64	1.52	0.23	0.238	0.055
Assists	3	1.34	1.19	0.19	1.398	0.266
Shots	2	3.73	2.78	0.09	-0.625	-0.056
Passes	15	16.09	7.24	0.08	-0.15	-0.012
Saves	1	2.1	2.32	0.19	-0.473	-0.09
Blocks	1	6.14	4.08	0.11	-1.261	-0.139
Takeaways	1	3.07	2.82	0.11	-0.736	-0.081

6.0 + clip(Σ −0.057 × 2, −3 to 3) = 5.885, then +0.25 hot shooting → 6.1

Pucker+92

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	4.5	2.867	1.57	0.32	0.502
Shots	2	3.734	0.536	0.08	0.043
Saves	1	2.096	0.477	0.15	0.072
Blocks	1	6.138	0.163	0.07	0.011
Takeaways	1	3.074	0.325	0.12	0.039
Passes	15	16.085	0.933	0.08	0.075
Faceoff win rate	0.714	0.5	1.429	0.03	0.043

Σ 0.785 ÷ Σ weights 0.85 = 0.923 → ×100 = 92.3 → 92

Offensive9.69

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.313	0.082	0.4	3.988
Shooting %	1	0.439	0.2	1.885
Assists per pass	0.2	0.083	0.4	3.817

Σ contribution = 9.69

Defensive5.05

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	2.096	4.08	0.3	1.224
Blocks	1	6.138	3.263	0.2	0.653
Takeaways	1	3.074	3.648	0.25	0.912
Goals conceded	1	5.532	9.046	0.25	2.262

Σ contribution = 5.051

League average is 6.0 on APR, Offensive and Defensive, and 100 on Pucker+. Every formula.