HockeyAlpha
Regular season

Cole Reinhardt

Florida Panthers · LW · #29
Bottom-six playerDepth Forward?Energy role: 129 hits (12.3/60)
HT
6'1"
WT
207 lb
Age
26
Shoots
L
From
Calgary, CAN
Draft
2020 OTT · R6 #181
55Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
2929pctl
Playmaking?
2121pctl
Transition?
2525pctl
Defense?
1818pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.2526pctl
Goals / GP?
0.1539pctl
Assists / GP?
0.1014pctl
Shots / GP?
0.811pctl
Plus/Minus?
-250pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
3.1%33pctl
ZEIS?
1.2129pctl
PSPL?
0.0519pctl
Def Suppression?
0.1314pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
4.711pctl
Hits / 60?
12.386pctl
Take : Give?
0.1813pctl
Blocks / 60?
1.5236pctl
PP TOI / GP?
0:0415pctl
PK TOI / GP?
0:0651pctl

On-ice impact

shift charts × our xG model · 37 GP tracked · 7h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
16.5 min4pctl
Support received?
15.8 min93pctl

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 · 619 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

$0.81M

cap hit

$1.16M

Alpha-market value

overpaidmarketsurplus

C

Fair market deal (+$0.3M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Cole Reinhardt55$0.81MC+$0.3Mthis player
Tanner Pearson55--94%
Isaac Howard55$0.95MC+$0.2M91%
Jacob Melanson54$0.83MC+$0.2M90%
Paul Cotter54$0.78MC+$0.3M90%

Chemistry

Top connection: Luke Kunin · 4 goals together

Recent form · last 10 games

7 pts · 5 G · 2 A · 11 shots in last 10Heating up(+1.4 P/GP vs prior 5)

vs SEA

0P

0G 0A

vs MIN

0P

0G 0A

@ NYI

0P

0G 0A

@ NYR

0P

0G 0A

vs OTT

0P

0G 0A

@ PIT

1P

0G 1A

@ MTL

1P

1G 0A

@ TOR

1P

1G 0A

vs NYR

2P

2G 0A

vs DET

2P

1G 1A

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)106 events shown

The office: the crease doorstep - 4 of 9 goals live there

Playmaking gravity: 7 touches that produced a teammate shot within 3s

Defensive floor: 18 blocks · 3 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2021-22Ottawa Senators10000
2024-25Ottawa Senators17112-4
2025-26Vegas Golden Knights44347-6
2025-26Florida Panthers156284
Career3 teams7710717-6