Ottawa Valley Bowling Alleys vs Edmonton Beauties

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11–2Final

Away · EBEdmonton Beauties

May 19, 2025 · Pacific Cup - Playoffs · Bowling Lane

MVP Richard Tantrum · 7.5 performance rating

Writing the recap…

Ottawa Valley Bowling AlleysvsEdmonton Beauties

19Shots145

3Saves58

11Faceoffs won65

15Takeaways510

10Turnovers↓515

12Blocks315

56Passes353

3:00Possession1:491:11

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

Ottawa Valley Bowling Alleys

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
GoldenKnight	3	2	5	7	1	3	0	4	1	3	14	0:15	122	8.33	5.92
Pediatric Patrick	4	2	6	8	0	4	3	3	6	2	22	0:33	116	7.36	5.13
Richard Tantrum	1	5	6	1	2	4	1	8	1	6	17	2:08	134	7.51	7.82
axe	3	1	4	3	0	0	1	0	2	1	3	0:04	59	9.78	4.55

Edmonton Beauties

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
BroBurgota	1	0	1	2	5	1	3	2	4	5	16	0:20	95	4.17	6.21
EggsThink	0	1	1	0	0	2	4	4	5	1	14	0:26	28	4.30	4.05
Troy Bolton	1	1	2	3	3	2	4	4	6	9	23	0:25	100	4.94	6.79

GoldenKnight Ottawa Valley Bowling Alleys

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

APR6.3

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	3	1.78	1.64	0.23	0.746	0.171
Assists	2	1.53	1.55	0.19	0.301	0.057
Shots	7	3.48	2.84	0.09	1.24	0.112
Passes	14	17.23	6.92	0.08	-0.468	-0.037
Saves	1	1.7	1.98	0.19	-0.353	-0.067
Blocks	3	5.11	4.42	0.11	-0.477	-0.052
Takeaways	4	4.25	3.29	0.11	-0.075	-0.008

6.0 + clip(Σ 0.175 × 2, −3 to 3) = 6.35, nothing hit the bonus or penalty thresholds → 6.3

Pucker+122

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	5	3.151	1.587	0.32	0.508
Shots	7	3.479	2.012	0.08	0.161
Saves	1	1.699	0.589	0.15	0.088
Blocks	3	5.11	0.587	0.07	0.041
Takeaways	4	4.247	0.942	0.12	0.113
Passes	14	17.233	0.812	0.08	0.065
Faceoff win rate	1	0.502	1.993	0.03	0.06

Σ 1.036 ÷ Σ weights 0.85 = 1.219 → ×100 = 121.88 → 122

Offensive8.33

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.333	0.082	0.4	3.993
Shooting %	0.429	0.512	0.2	1.071
Assists per pass	0.143	0.089	0.4	3.264

Σ contribution = 8.329

Defensive5.92

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.699	4.442	0.3	1.333
Blocks	3	5.11	4.436	0.2	0.887
Takeaways	4	4.247	5.768	0.25	1.442
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 5.924

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.

APR6.3

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	4	1.78	1.64	0.23	1.357	0.312
Assists	2	1.53	1.55	0.19	0.301	0.057
Shots	8	3.48	2.84	0.09	1.592	0.143
Passes	22	17.23	6.92	0.08	0.689	0.055
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	3	4.25	3.29	0.11	-0.379	-0.042

6.0 + clip(Σ 0.286 × 2, −3 to 3) = 6.571, then −0.3 turnovers → 6.3

Pucker+116

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	6	3.151	1.904	0.32	0.609
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	3	4.247	0.706	0.12	0.085
Passes	22	17.233	1.277	0.08	0.102
Faceoff win rate	0.571	0.502	1.139	0.03	0.034

Σ 1.042 ÷ Σ weights 0.85 = 1.226 − 0.063 turnover penalty = 1.163 → ×100 = 116.3 → 116

Offensive7.36

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.182	0.082	0.4	3.741
Shooting %	0.5	0.512	0.2	1.181
Assists per pass	0.091	0.089	0.4	2.434

Σ contribution = 7.356

Defensive5.13

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	3	4.247	4.858	0.25	1.215
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 5.128

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.

APR7.5

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.78	1.64	0.23	-0.478	-0.11
Assists	5	1.53	1.55	0.19	2.241	0.426
Shots	1	3.48	2.84	0.09	-0.873	-0.079
Passes	17	17.23	6.92	0.08	-0.034	-0.003
Saves	2	1.7	1.98	0.19	0.152	0.029
Blocks	6	5.11	4.42	0.11	0.201	0.022
Takeaways	8	4.25	3.29	0.11	1.141	0.125

6.0 + clip(Σ 0.411 × 2, −3 to 3) = 6.823, then +0.4 playmaker, +0.25 hot shooting → 7.5

Pucker+134

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	5	3.151	1.587	0.32	0.508
Shots	1	3.479	0.287	0.08	0.023
Saves	2	1.699	1.177	0.15	0.177
Blocks	6	5.11	1.174	0.07	0.082
Takeaways	8	4.247	1.884	0.12	0.226
Passes	17	17.233	0.986	0.08	0.079
Faceoff win rate	0.8	0.502	1.595	0.03	0.048

Σ 1.142 ÷ Σ weights 0.85 = 1.344 → ×100 = 134.41 → 134

Offensive7.51

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.047	0.082	0.4	1.753
Shooting %	1	0.512	0.2	1.793
Assists per pass	0.294	0.089	0.4	3.968

Σ contribution = 7.514

Defensive7.82

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	2	1.699	6.702	0.3	2.011
Blocks	6	5.11	6.69	0.2	1.338
Takeaways	8	4.247	8.833	0.25	2.208
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 7.819

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

axe Ottawa Valley Bowling Alleys

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

APR5.3

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	3	1.78	1.64	0.23	0.746	0.171
Assists	1	1.53	1.55	0.19	-0.345	-0.066
Shots	3	3.48	2.84	0.09	-0.169	-0.015
Passes	3	17.23	6.92	0.08	-2.058	-0.165
Saves	0	1.7	1.98	0.19	-0.859	-0.163
Blocks	1	5.11	4.42	0.11	-0.93	-0.102
Takeaways	0	4.25	3.29	0.11	-1.291	-0.142

6.0 + clip(Σ −0.481 × 2, −3 to 3) = 5.037, then +0.25 hot shooting → 5.3

Pucker+59

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	4	3.151	1.27	0.32	0.406
Shots	3	3.479	0.862	0.08	0.069
Saves	0	1.699	0	0.15	0
Blocks	1	5.11	0.196	0.07	0.014
Takeaways	0	4.247	0	0.12	0
Passes	3	17.233	0.174	0.08	0.014
Faceoff win rate	0	0.502	0	0.03	0

Σ 0.503 ÷ Σ weights 0.85 = 0.592 → ×100 = 59.16 → 59

Offensive9.78

Rate	Value	League	Weight	Contribution
Points per possession-sec	1	0.082	0.4	4
Shooting %	1	0.512	0.2	1.793
Assists per pass	0.333	0.089	0.4	3.987

Σ contribution = 9.78

Defensive4.55

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.699	2.954	0.3	0.886
Blocks	1	5.11	3.334	0.2	0.667
Takeaways	0	4.247	2.954	0.25	0.738
Goals conceded	2	5.74	9.046	0.25	2.262

Σ contribution = 4.553

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

BroBurgota Edmonton Beauties

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

APR5.6

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	16	17.23	6.92	0.08	-0.178	-0.014
Saves	5	1.7	1.98	0.19	1.67	0.317
Blocks	5	5.11	4.42	0.11	-0.025	-0.003
Takeaways	2	4.25	3.29	0.11	-0.683	-0.075

6.0 + clip(Σ −0.12 × 2, −3 to 3) = 5.76, then −0.2 goals against → 5.6

Pucker+95

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	5	1.699	2.944	0.15	0.442
Blocks	5	5.11	0.979	0.07	0.068
Takeaways	2	4.247	0.471	0.12	0.057
Passes	16	17.233	0.928	0.08	0.074
Faceoff win rate	0.25	0.502	0.498	0.03	0.015

Σ 0.803 ÷ Σ weights 0.85 = 0.945 → ×100 = 94.51 → 95

Offensive4.17

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.05	0.082	0.4	1.804
Shooting %	0.5	0.512	0.2	1.181
Assists per pass	0	0.089	0.4	1.181

Σ contribution = 4.167

Defensive6.21

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	5	1.699	9.839	0.3	2.952
Blocks	5	5.11	5.914	0.2	1.183
Takeaways	2	4.247	4.061	0.25	1.015
Goals conceded	11	5.74	4.221	0.25	1.055

Σ contribution = 6.205

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.

APR4.3

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	14	17.23	6.92	0.08	-0.468	-0.037
Saves	0	1.7	1.98	0.19	-0.859	-0.163
Blocks	1	5.11	4.42	0.11	-0.93	-0.102
Takeaways	4	4.25	3.29	0.11	-0.075	-0.008

6.0 + clip(Σ −0.738 × 2, −3 to 3) = 4.525, then −0.2 goals against → 4.3

Pucker+28

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	0.5	3.151	0.159	0.32	0.051
Shots	0	3.479	0	0.08	0
Saves	0	1.699	0	0.15	0
Blocks	1	5.11	0.196	0.07	0.014
Takeaways	4	4.247	0.942	0.12	0.113
Passes	14	17.233	0.812	0.08	0.065
Faceoff win rate	0.333	0.502	0.664	0.03	0.02

Σ 0.262 ÷ Σ weights 0.85 = 0.309 − 0.027 turnover penalty = 0.282 → ×100 = 28.16 → 28

Offensive4.30

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.038	0.082	0.4	1.621
Shooting %	0	0.512	0.2	0.591
Assists per pass	0.071	0.089	0.4	2.088

Σ contribution = 4.3

Defensive4.05

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.699	2.954	0.3	0.886
Blocks	1	5.11	3.334	0.2	0.667
Takeaways	4	4.247	5.768	0.25	1.442
Goals conceded	11	5.74	4.221	0.25	1.055

Σ contribution = 4.05

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.

APR5.5

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	1.78	1.64	0.23	-0.478	-0.11
Assists	1	1.53	1.55	0.19	-0.345	-0.066
Shots	3	3.48	2.84	0.09	-0.169	-0.015
Passes	23	17.23	6.92	0.08	0.834	0.067
Saves	3	1.7	1.98	0.19	0.658	0.125
Blocks	9	5.11	4.42	0.11	0.88	0.097
Takeaways	4	4.25	3.29	0.11	-0.075	-0.008

6.0 + clip(Σ 0.09 × 2, −3 to 3) = 6.179, then −0.3 turnovers, −0.2 cold shooting, −0.2 goals against → 5.5

Pucker+100

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	2	3.151	0.635	0.32	0.203
Shots	3	3.479	0.862	0.08	0.069
Saves	3	1.699	1.766	0.15	0.265
Blocks	9	5.11	1.761	0.07	0.123
Takeaways	4	4.247	0.942	0.12	0.113
Passes	23	17.233	1.335	0.08	0.107
Faceoff win rate	0.333	0.502	0.664	0.03	0.02

Σ 0.9 ÷ Σ weights 0.85 = 1.059 − 0.063 turnover penalty = 0.996 → ×100 = 99.63 → 100

Offensive4.94

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.08	0.082	0.4	2.359
Shooting %	0.333	0.512	0.2	0.932
Assists per pass	0.043	0.089	0.4	1.646

Σ contribution = 4.937

Defensive6.79

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	3	1.699	8.579	0.3	2.574
Blocks	9	5.11	8.568	0.2	1.714
Takeaways	4	4.247	5.768	0.25	1.442
Goals conceded	11	5.74	4.221	0.25	1.055

Σ contribution = 6.785

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