Edmonton Beauties vs Ottawa Valley Bowling Alleys

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2–12Final

Away · OVBAOttawa Valley Bowling Alleys

May 19, 2025 · Pacific Cup - Playoffs · Beauties Land

MVP Pediatric Patrick · 8.5 performance rating

Writing the recap…

Edmonton BeautiesvsOttawa Valley Bowling Alleys

3Shots1417

5Saves41

5Faceoffs won510

4Takeaways1216

16Turnovers↓124

7Blocks29

29Passes1948

0:36Possession1:362:12

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

Edmonton Beauties

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
BroBurgota	1	0	1	1	4	2	6	1	7	3	13	0:13	63	5.27	5.61
EggsThink	0	1	1	0	0	3	3	2	5	0	8	0:07	24	7.01	3.51
Troy Bolton	1	0	1	2	1	0	1	1	4	4	8	0:16	42	4.39	4.24

Ottawa Valley Bowling Alleys

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
GoldenKnight	6	1	7	8	1	2	2	2	0	1	19	0:35	138	7.16	5.28
Pediatric Patrick	5	5	10	8	0	8	3	9	2	2	16	0:50	188	9.18	6.22
Richard Tantrum	1	4	5	1	0	0	0	5	2	6	13	0:47	78	8.63	6.16

BroBurgota Edmonton Beauties

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

APR5.0

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.78	1.64	0.23	-0.478	-0.11
Assists	0	1.53	1.55	0.19	-0.992	-0.189
Shots	1	3.48	2.84	0.09	-0.873	-0.079
Passes	13	17.23	6.92	0.08	-0.612	-0.049
Saves	4	1.7	1.98	0.19	1.164	0.221
Blocks	3	5.11	4.42	0.11	-0.477	-0.052
Takeaways	1	4.25	3.29	0.11	-0.987	-0.109

6.0 + clip(Σ −0.366 × 2, −3 to 3) = 5.268, then +0.25 hot shooting, −0.3 turnovers, −0.2 goals against → 5.0

Pucker+63

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	1	3.151	0.317	0.32	0.102
Shots	1	3.479	0.287	0.08	0.023
Saves	4	1.699	2.355	0.15	0.353
Blocks	3	5.11	0.587	0.07	0.041
Takeaways	1	4.247	0.235	0.12	0.028
Passes	13	17.233	0.754	0.08	0.06
Faceoff win rate	0.25	0.502	0.498	0.03	0.015

Σ 0.622 ÷ Σ weights 0.85 = 0.732 − 0.098 turnover penalty = 0.634 → ×100 = 63.42 → 63

Offensive5.27

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.077	0.082	0.4	2.299
Shooting %	1	0.512	0.2	1.793
Assists per pass	0	0.089	0.4	1.181

Σ contribution = 5.274

Defensive5.61

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	4	1.699	9.501	0.3	2.85
Blocks	3	5.11	4.436	0.2	0.887
Takeaways	1	4.247	3.425	0.25	0.856
Goals conceded	12	5.74	4.084	0.25	1.021

Σ contribution = 5.614

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

EggsThink Edmonton Beauties

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

APR4.0

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	0	1.78	1.64	0.23	-1.089	-0.25
Assists	1	1.53	1.55	0.19	-0.345	-0.066
Shots	0	3.48	2.84	0.09	-1.226	-0.11
Passes	8	17.23	6.92	0.08	-1.335	-0.107
Saves	0	1.7	1.98	0.19	-0.859	-0.163
Blocks	0	5.11	4.42	0.11	-1.156	-0.127
Takeaways	2	4.25	3.29	0.11	-0.683	-0.075

6.0 + clip(Σ −0.899 × 2, −3 to 3) = 4.202, then −0.2 goals against → 4.0

Pucker+24

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	1	3.151	0.317	0.32	0.102
Shots	0	3.479	0	0.08	0
Saves	0	1.699	0	0.15	0
Blocks	0	5.11	0	0.07	0
Takeaways	2	4.247	0.471	0.12	0.057
Passes	8	17.233	0.464	0.08	0.037
Faceoff win rate	0.5	0.502	0.997	0.03	0.03

Σ 0.225 ÷ Σ weights 0.85 = 0.265 − 0.027 turnover penalty = 0.238 → ×100 = 23.77 → 24

Offensive7.01

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.143	0.082	0.4	3.406
Shooting %	0	0.512	0.2	0.591
Assists per pass	0.125	0.089	0.4	3.013

Σ contribution = 7.01

Defensive3.51

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.699	2.954	0.3	0.886
Blocks	0	5.11	2.954	0.2	0.591
Takeaways	2	4.247	4.061	0.25	1.015
Goals conceded	12	5.74	4.084	0.25	1.021

Σ contribution = 3.513

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

Troy Bolton Edmonton Beauties

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

APR4.5

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.78	1.64	0.23	-0.478	-0.11
Assists	0	1.53	1.55	0.19	-0.992	-0.189
Shots	2	3.48	2.84	0.09	-0.521	-0.047
Passes	8	17.23	6.92	0.08	-1.335	-0.107
Saves	1	1.7	1.98	0.19	-0.353	-0.067
Blocks	4	5.11	4.42	0.11	-0.251	-0.028
Takeaways	1	4.25	3.29	0.11	-0.987	-0.109

6.0 + clip(Σ −0.655 × 2, −3 to 3) = 4.689, then −0.2 goals against → 4.5

Pucker+42

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	1	3.151	0.317	0.32	0.102
Shots	2	3.479	0.575	0.08	0.046
Saves	1	1.699	0.589	0.15	0.088
Blocks	4	5.11	0.783	0.07	0.055
Takeaways	1	4.247	0.235	0.12	0.028
Passes	8	17.233	0.464	0.08	0.037
Faceoff win rate	0	0.502	0	0.03	0

Σ 0.356 ÷ Σ weights 0.85 = 0.419 → ×100 = 41.89 → 42

Offensive4.39

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.063	0.082	0.4	2.025
Shooting %	0.5	0.512	0.2	1.181
Assists per pass	0	0.089	0.4	1.181

Σ contribution = 4.388

Defensive4.24

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.699	4.442	0.3	1.333
Blocks	4	5.11	5.145	0.2	1.029
Takeaways	1	4.247	3.425	0.25	0.856
Goals conceded	12	5.74	4.084	0.25	1.021

Σ contribution = 4.239

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

GoldenKnight Ottawa Valley Bowling Alleys

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

APR7.6

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	6	1.78	1.64	0.23	2.58	0.593
Assists	1	1.53	1.55	0.19	-0.345	-0.066
Shots	8	3.48	2.84	0.09	1.592	0.143
Passes	19	17.23	6.92	0.08	0.256	0.02
Saves	1	1.7	1.98	0.19	-0.353	-0.067
Blocks	1	5.11	4.42	0.11	-0.93	-0.102
Takeaways	2	4.25	3.29	0.11	-0.683	-0.075

6.0 + clip(Σ 0.447 × 2, −3 to 3) = 6.894, then +0.5 hat trick, +0.25 hot shooting → 7.6

Pucker+138

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	7	3.151	2.222	0.32	0.711
Shots	8	3.479	2.299	0.08	0.184
Saves	1	1.699	0.589	0.15	0.088
Blocks	1	5.11	0.196	0.07	0.014
Takeaways	2	4.247	0.471	0.12	0.057
Passes	19	17.233	1.103	0.08	0.088
Faceoff win rate	0.5	0.502	0.997	0.03	0.03

Σ 1.172 ÷ Σ weights 0.85 = 1.378 → ×100 = 137.83 → 138

Offensive7.16

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.2	0.082	0.4	3.829
Shooting %	0.75	0.512	0.2	1.548
Assists per pass	0.053	0.089	0.4	1.78

Σ contribution = 7.156

Defensive5.28

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.699	4.442	0.3	1.333
Blocks	1	5.11	3.334	0.2	0.667
Takeaways	2	4.247	4.061	0.25	1.015
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 5.277

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

Pediatric Patrick Ottawa Valley Bowling Alleys

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

APR8.5

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	5	1.78	1.64	0.23	1.969	0.453
Assists	5	1.53	1.55	0.19	2.241	0.426
Shots	8	3.48	2.84	0.09	1.592	0.143
Passes	16	17.23	6.92	0.08	-0.178	-0.014
Saves	0	1.7	1.98	0.19	-0.859	-0.163
Blocks	2	5.11	4.42	0.11	-0.703	-0.077
Takeaways	9	4.25	3.29	0.11	1.445	0.159

6.0 + clip(Σ 0.926 × 2, −3 to 3) = 7.852, then +0.4 playmaker, +0.25 hot shooting → 8.5

Pucker+188

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	10	3.151	3.174	0.32	1.016
Shots	8	3.479	2.299	0.08	0.184
Saves	0	1.699	0	0.15	0
Blocks	2	5.11	0.391	0.07	0.027
Takeaways	9	4.247	2.119	0.12	0.254
Passes	16	17.233	0.928	0.08	0.074
Faceoff win rate	0.727	0.502	1.45	0.03	0.043

Σ 1.599 ÷ Σ weights 0.85 = 1.881 → ×100 = 188.13 → 188

Offensive9.18

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.2	0.082	0.4	3.829
Shooting %	0.625	0.512	0.2	1.374
Assists per pass	0.312	0.089	0.4	3.979

Σ contribution = 9.182

Defensive6.22

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.699	2.954	0.3	0.886
Blocks	2	5.11	3.827	0.2	0.765
Takeaways	9	4.247	9.229	0.25	2.307
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 6.22

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

Richard Tantrum Ottawa Valley Bowling Alleys

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

APR6.1

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.78	1.64	0.23	-0.478	-0.11
Assists	4	1.53	1.55	0.19	1.595	0.303
Shots	1	3.48	2.84	0.09	-0.873	-0.079
Passes	13	17.23	6.92	0.08	-0.612	-0.049
Saves	0	1.7	1.98	0.19	-0.859	-0.163
Blocks	6	5.11	4.42	0.11	0.201	0.022
Takeaways	5	4.25	3.29	0.11	0.229	0.025

6.0 + clip(Σ −0.05 × 2, −3 to 3) = 5.899, then +0.25 hot shooting → 6.1

Pucker+78

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	3.5	3.151	1.111	0.32	0.355
Shots	1	3.479	0.287	0.08	0.023
Saves	0	1.699	0	0.15	0
Blocks	6	5.11	1.174	0.07	0.082
Takeaways	5	4.247	1.177	0.12	0.141
Passes	13	17.233	0.754	0.08	0.06
Faceoff win rate	0	0.502	0	0.03	0

Σ 0.662 ÷ Σ weights 0.85 = 0.779 → ×100 = 77.92 → 78

Offensive8.63

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.106	0.082	0.4	2.86
Shooting %	1	0.512	0.2	1.793
Assists per pass	0.308	0.089	0.4	3.977

Σ contribution = 8.629

Defensive6.16

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.699	2.954	0.3	0.886
Blocks	6	5.11	6.69	0.2	1.338
Takeaways	5	4.247	6.702	0.25	1.676
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 6.162

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