Vancouver Pandas vs Minneapolis Milk Duds

VPHomeVancouver Pandas

9–13Final

MMAwayMinneapolis Milk Duds

Jan 28, 2025 · West Division · The Zoo

MVP Graves · 7.0 performance rating

Writing the recap…

Vancouver PandasvsMinneapolis Milk Duds

11Shots819

6Saves42

13Faceoffs won310

13Takeaways1427

26Turnovers↓1313

27Blocks1314

36Passes3066

1:52Possession0:312:23

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

Vancouver Pandas

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
YackSlack	2	1	3	2	1	1	5	1	5	8	14	0:30	65	6.15	4.71
Goku	5	1	6	5	0	4	2	3	8	5	12	0:16	82	7.89	4.30
Skipper310	2	1	3	4	5	8	3	9	13	14	10	1:06	115	5.17	8.22

Minneapolis Milk Duds

Player	G	A	Pts	Shots	Saves	FOW	FOL	TK	TO	Blk	Passes	Poss	Pucker+	Off	Def
Cole	3	0	3	5	0	1	2	2	1	0	8	0:02	56	6.50	3.77
fueeqo	4	2	6	4	1	3	2	6	2	3	19	0:24	119	8.11	5.31
noodlefingers2	1	5	6	1	1	4	4	9	2	8	13	0:59	116	8.22	6.39
Graves	5	4	9	9	0	2	5	10	8	3	26	0:58	148	7.65	5.40

YackSlack Vancouver Pandas

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

APR5.4

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	2	2.08	1.86	0.23	-0.043	-0.01
Assists	1	1.8	1.82	0.19	-0.439	-0.084
Shots	2	4	3.08	0.09	-0.651	-0.059
Passes	14	17.84	7.35	0.08	-0.522	-0.042
Saves	1	1.92	2.06	0.19	-0.448	-0.085
Blocks	8	5.54	4.04	0.11	0.609	0.067
Takeaways	1	4.1	3.55	0.11	-0.873	-0.096

6.0 + clip(Σ −0.308 × 2, −3 to 3) = 5.384, then +0.25 hot shooting, −0.2 goals against → 5.4

Pucker+65

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	3	3.687	0.814	0.32	0.26
Shots	2	4.004	0.5	0.08	0.04
Saves	1	1.924	0.52	0.15	0.078
Blocks	8	5.542	1.444	0.07	0.101
Takeaways	1	4.1	0.244	0.12	0.029
Passes	14	17.837	0.785	0.08	0.063
Faceoff win rate	0.167	0.5	0.333	0.03	0.01

Σ 0.581 ÷ Σ weights 0.85 = 0.684 − 0.033 turnover penalty = 0.651 → ×100 = 65.05 → 65

Offensive6.15

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.1	0.099	0.4	2.423
Shooting %	1	0.519	0.2	1.783
Assists per pass	0.071	0.101	0.4	1.945

Σ contribution = 6.151

Defensive4.71

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.924	4.214	0.3	1.264
Blocks	8	5.542	7.666	0.2	1.533
Takeaways	1	4.1	3.445	0.25	0.861
Goals conceded	13	6.793	4.223	0.25	1.056

Σ contribution = 4.714

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

Goku Vancouver Pandas

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

APR5.8

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	5	2.08	1.86	0.23	1.574	0.362
Assists	1	1.8	1.82	0.19	-0.439	-0.084
Shots	5	4	3.08	0.09	0.323	0.029
Passes	12	17.84	7.35	0.08	-0.794	-0.064
Saves	0	1.92	2.06	0.19	-0.933	-0.177
Blocks	5	5.54	4.04	0.11	-0.134	-0.015
Takeaways	3	4.1	3.55	0.11	-0.31	-0.034

6.0 + clip(Σ 0.018 × 2, −3 to 3) = 6.036, then +0.25 hot shooting, −0.3 turnovers, −0.2 goals against → 5.8

Pucker+82

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	5.5	3.687	1.492	0.32	0.477
Shots	5	4.004	1.249	0.08	0.1
Saves	0	1.924	0	0.15	0
Blocks	5	5.542	0.902	0.07	0.063
Takeaways	3	4.1	0.732	0.12	0.088
Passes	12	17.837	0.673	0.08	0.054
Faceoff win rate	0.667	0.5	1.333	0.03	0.04

Σ 0.822 ÷ Σ weights 0.85 = 0.967 − 0.144 turnover penalty = 0.823 → ×100 = 82.35 → 82

Offensive7.89

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.375	0.099	0.4	3.988
Shooting %	1	0.519	0.2	1.783
Assists per pass	0.083	0.101	0.4	2.123

Σ contribution = 7.894

Defensive4.30

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.924	2.954	0.3	0.886
Blocks	5	5.542	5.61	0.2	1.122
Takeaways	3	4.1	4.952	0.25	1.238
Goals conceded	13	6.793	4.223	0.25	1.056

Σ contribution = 4.302

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

Skipper310 Vancouver Pandas

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

APR6.8

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	2	2.08	1.86	0.23	-0.043	-0.01
Assists	1	1.8	1.82	0.19	-0.439	-0.084
Shots	4	4	3.08	0.09	-0.001	0
Passes	10	17.84	7.35	0.08	-1.066	-0.085
Saves	5	1.92	2.06	0.19	1.491	0.283
Blocks	14	5.54	4.04	0.11	2.095	0.23
Takeaways	9	4.1	3.55	0.11	1.38	0.152

6.0 + clip(Σ 0.487 × 2, −3 to 3) = 6.973, then +0.3 blocks, −0.3 turnovers, −0.2 goals against → 6.8

Pucker+115

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	3	3.687	0.814	0.32	0.26
Shots	4	4.004	0.999	0.08	0.08
Saves	5	1.924	2.598	0.15	0.39
Blocks	14	5.542	2.526	0.07	0.177
Takeaways	9	4.1	2.195	0.12	0.263
Passes	10	17.837	0.561	0.08	0.045
Faceoff win rate	0.727	0.5	1.455	0.03	0.044

Σ 1.259 ÷ Σ weights 0.85 = 1.481 − 0.327 turnover penalty = 1.154 → ×100 = 115.39 → 115

Offensive5.17

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.045	0.099	0.4	1.613
Shooting %	0.5	0.519	0.2	1.17
Assists per pass	0.1	0.101	0.4	2.385

Σ contribution = 5.168

Defensive8.22

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	5	1.924	9.686	0.3	2.906
Blocks	14	5.542	9.639	0.2	1.928
Takeaways	9	4.1	9.329	0.25	2.332
Goals conceded	13	6.793	4.223	0.25	1.056

Σ contribution = 8.222

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

Cole Minneapolis Milk Duds

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

APR5.0

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	3	2.08	1.86	0.23	0.496	0.114
Assists	0	1.8	1.82	0.19	-0.988	-0.188
Shots	5	4	3.08	0.09	0.323	0.029
Passes	8	17.84	7.35	0.08	-1.339	-0.107
Saves	0	1.92	2.06	0.19	-0.933	-0.177
Blocks	0	5.54	4.04	0.11	-1.372	-0.151
Takeaways	2	4.1	3.55	0.11	-0.591	-0.065

6.0 + clip(Σ −0.545 × 2, −3 to 3) = 4.91, then +0.25 hot shooting, −0.2 goals against → 5.0

Pucker+56

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	3	3.687	0.814	0.32	0.26
Shots	5	4.004	1.249	0.08	0.1
Saves	0	1.924	0	0.15	0
Blocks	0	5.542	0	0.07	0
Takeaways	2	4.1	0.488	0.12	0.059
Passes	8	17.837	0.449	0.08	0.036
Faceoff win rate	0.333	0.5	0.667	0.03	0.02

Σ 0.475 ÷ Σ weights 0.85 = 0.558 → ×100 = 55.84 → 56

Offensive6.50

Rate	Value	League	Weight	Contribution
Points per possession-sec	1.5	0.099	0.4	4
Shooting %	0.6	0.519	0.2	1.323
Assists per pass	0	0.101	0.4	1.181

Σ contribution = 6.505

Defensive3.77

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.924	2.954	0.3	0.886
Blocks	0	5.542	2.954	0.2	0.591
Takeaways	2	4.1	4.114	0.25	1.028
Goals conceded	9	6.793	5.038	0.25	1.26

Σ contribution = 3.765

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

fueeqo Minneapolis Milk Duds

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

APR6.4

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	4	2.08	1.86	0.23	1.035	0.238
Assists	2	1.8	1.82	0.19	0.109	0.021
Shots	4	4	3.08	0.09	-0.001	0
Passes	19	17.84	7.35	0.08	0.158	0.013
Saves	1	1.92	2.06	0.19	-0.448	-0.085
Blocks	3	5.54	4.04	0.11	-0.629	-0.069
Takeaways	6	4.1	3.55	0.11	0.535	0.059

6.0 + clip(Σ 0.176 × 2, −3 to 3) = 6.352, then +0.25 hot shooting, −0.2 goals against → 6.4

Pucker+119

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	6	3.687	1.627	0.32	0.521
Shots	4	4.004	0.999	0.08	0.08
Saves	1	1.924	0.52	0.15	0.078
Blocks	3	5.542	0.541	0.07	0.038
Takeaways	6	4.1	1.464	0.12	0.176
Passes	19	17.837	1.065	0.08	0.085
Faceoff win rate	0.6	0.5	1.2	0.03	0.036

Σ 1.013 ÷ Σ weights 0.85 = 1.192 → ×100 = 119.21 → 119

Offensive8.11

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.25	0.099	0.4	3.858
Shooting %	1	0.519	0.2	1.783
Assists per pass	0.105	0.101	0.4	2.468

Σ contribution = 8.109

Defensive5.31

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.924	4.214	0.3	1.264
Blocks	3	5.542	4.284	0.2	0.857
Takeaways	6	4.1	7.732	0.25	1.933
Goals conceded	9	6.793	5.038	0.25	1.26

Σ contribution = 5.314

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

noodlefingers2 Minneapolis Milk Duds

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

APR6.8

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	1	2.08	1.86	0.23	-0.582	-0.134
Assists	5	1.8	1.82	0.19	1.756	0.334
Shots	1	4	3.08	0.09	-0.975	-0.088
Passes	13	17.84	7.35	0.08	-0.658	-0.053
Saves	1	1.92	2.06	0.19	-0.448	-0.085
Blocks	8	5.54	4.04	0.11	0.609	0.067
Takeaways	9	4.1	3.55	0.11	1.38	0.152

6.0 + clip(Σ 0.193 × 2, −3 to 3) = 6.386, then +0.4 playmaker, +0.25 hot shooting, −0.2 goals against → 6.8

Pucker+116

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	5	3.687	1.356	0.32	0.434
Shots	1	4.004	0.25	0.08	0.02
Saves	1	1.924	0.52	0.15	0.078
Blocks	8	5.542	1.444	0.07	0.101
Takeaways	9	4.1	2.195	0.12	0.263
Passes	13	17.837	0.729	0.08	0.058
Faceoff win rate	0.5	0.5	1	0.03	0.03

Σ 0.985 ÷ Σ weights 0.85 = 1.158 → ×100 = 115.84 → 116

Offensive8.22

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.102	0.099	0.4	2.451
Shooting %	1	0.519	0.2	1.783
Assists per pass	0.385	0.101	0.4	3.988

Σ contribution = 8.222

Defensive6.39

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	1	1.924	4.214	0.3	1.264
Blocks	8	5.542	7.666	0.2	1.533
Takeaways	9	4.1	9.329	0.25	2.332
Goals conceded	9	6.793	5.038	0.25	1.26

Σ contribution = 6.389

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

Graves Minneapolis Milk Duds

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

APR7.0

Stat	Value	League avg	Std dev	Weight	z	Contribution
Goals	5	2.08	1.86	0.23	1.574	0.362
Assists	4	1.8	1.82	0.19	1.207	0.229
Shots	9	4	3.08	0.09	1.622	0.146
Passes	26	17.84	7.35	0.08	1.111	0.089
Saves	0	1.92	2.06	0.19	-0.933	-0.177
Blocks	3	5.54	4.04	0.11	-0.629	-0.069
Takeaways	10	4.1	3.55	0.11	1.661	0.183

6.0 + clip(Σ 0.762 × 2, −3 to 3) = 7.525, then −0.3 turnovers, −0.2 goals against → 7.0

Pucker+148

Stat	Value	League rate	Ratio	Weight	Contribution
Goal contribution	8.5	3.687	2.305	0.32	0.738
Shots	9	4.004	2.248	0.08	0.18
Saves	0	1.924	0	0.15	0
Blocks	3	5.542	0.541	0.07	0.038
Takeaways	10	4.1	2.439	0.12	0.293
Passes	26	17.837	1.458	0.08	0.117
Faceoff win rate	0.286	0.5	0.571	0.03	0.017

Σ 1.382 ÷ Σ weights 0.85 = 1.626 − 0.144 turnover penalty = 1.482 → ×100 = 148.21 → 148

Offensive7.65

Rate	Value	League	Weight	Contribution
Points per possession-sec	0.155	0.099	0.4	3.229
Shooting %	0.556	0.519	0.2	1.256
Assists per pass	0.154	0.101	0.4	3.169

Σ contribution = 7.654

Defensive5.40

Stat	Value	League rate	d(ratio)	Weight	Contribution
Saves	0	1.924	2.954	0.3	0.886
Blocks	3	5.542	4.284	0.2	0.857
Takeaways	10	4.1	9.574	0.25	2.394
Goals conceded	9	6.793	5.038	0.25	1.26

Σ contribution = 5.397

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