HockeyAlpha
Regular season

Paul Cotter

Vancouver Canucks · LW · #47
Depth playerDepth Forward?Energy role: 192 hits (13.7/60)
HT
6'2"
WT
213 lb
Age
26
Shoots
L
From
Canton, USA
Draft
2018 VGK · R4 #115
54Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
2525pctl
Playmaking?
3030pctl
Transition?
2828pctl
Defense?
2525pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.1914pctl
Goals / GP?
0.1128pctl
Assists / GP?
0.087pctl
Shots / GP?
0.87pctl
Plus/Minus?
-244pctl
PP Points?
135pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
3.4%36pctl
ZEIS?
1.4540pctl
PSPL?
0.1251pctl
Def Suppression?
0.2021pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
4.38pctl
Hits / 60?
13.789pctl
Take : Give?
0.2636pctl
Blocks / 60?
1.5639pctl
PP TOI / GP?
0:1021pctl
PK TOI / GP?
0:0134pctl

On-ice impact

shift charts × our xG model · 48 GP tracked · 9h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
16.4 min3pctl
Support received?
15.9 min92pctl

Micro-metrics

Structural Metric Model · sequences, geometry & leverage from every shot

2025-26 regular season · Percentile beams: fill = league percentile, tick = league median · hockeyalpha.com

The Blueprint

Structural Event Engine · percentile vs forwards · center = median · 829 EV min

Derived from event sequences in public play-by-play data - the ? on each metric explains exactly how it's computed. · hockeyalpha.com

Contract & market

Contract value?

beta · cap data: CapWages

$0.78M

cap hit

$1.03M

Alpha-market value

overpaidmarketsurplus

C

Fair market deal (+$0.3M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Paul Cotter54$0.78MC+$0.3Mthis player
Nils Hoglander54$3.00MD$2.0M94%
Jacob Melanson54$0.83MC+$0.2M92%
Tanner Pearson55--91%
Cole Reinhardt55$0.81MC+$0.3M90%

Chemistry

Top connection: Dougie Hamilton · 3 goals together

Recent form · last 10 games

1 pts · 1 G · 0 A · 6 shots in last 10Steady(+0.2 P/GP vs prior 5)

vs CHI

0P

0G 0A

@ NYR

0P

0G 0A

vs WSH

0P

0G 0A

vs MTL

0P

0G 0A

@ MTL

0P

0G 0A

vs PHI

0P

0G 0A

vs PIT

1P

1G 0A

@ DET

0P

0G 0A

vs OTT

0P

0G 0A

@ BOS

0P

0G 0A

Tile tint = points that night · underline = shot volume (full bar = 8+ shots) · oldest on the left

The Territory

attacking → · every recorded touch, normalized to one end

attacking →← defending
Goal On goal Missed/blocked▲ takeaway▽ giveaway■ hit+ block◯ faceoff dot (size = wins)145 events shown

The office: the crease doorstep - 6 of 9 goals live there

Playmaking gravity: 16 touches that produced a teammate shot within 3s

Defensive floor: 23 blocks · 1 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2021-22Vegas Golden Knights72021
2022-23Vegas Golden Knights5513518-5
2023-24Vegas Golden Knights7671825-11
2024-25New Jersey Devils7916622-14
2025-26New Jersey Devils799615-24
Career2 teams296473582-53