HockeyAlpha
Regular season

Kaiden Guhle

Montréal Canadiens · D · #21
Third-pair DHeavy Hitter?86 hits (6.8/60) - punishes the forecheck
HT
6'3"
WT
202 lb
Age
24
Shoots
L
From
Edmonton, CAN
Draft
2020 MTL · R1 #16
72Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
5151pctl
Playmaking?
3434pctl
Transition?
4747pctl
Defense?
7979pctl

League profile

vs. defensemen with 20+ GP
Points / GP?
0.2855pctl
Goals / GP?
0.0549pctl
Assists / GP?
0.2356pctl
Shots / GP?
1.045pctl
Plus/Minus?
+566pctl
PP Points?
027pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
1.9%17pctl
ZEIS?
1.4540pctl
PSPL?
0.002pctl
Def Suppression?
1.2397pctl

Defenseman toolkit

vs. defensemen with 20+ GP
Blocks / GP?
1.6275pctl
Blocks / 60?
4.9771pctl
Hits / 60?
6.893pctl
Take : Give?
0.5899pctl
PP TOI / GP?
0:0113pctl
PK TOI / GP?
1:4259pctl

On-ice impact

shift charts × our xG model · 29 GP tracked · 9h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.7 min76pctl
Support received?
17.0 min58pctl

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 defensemen · center = median · 692 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

$5.55M

cap hit

$5.42M

Alpha-market value

overpaidmarketsurplus

C

Fair market deal ($0.1M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Kaiden Guhle72$5.55MC$0.1Mthis player
Mario Ferraro73$3.25MA+$2.5M85%
Nick Seeler71$2.70MA+$2.4M84%
Jonas Brodin74$6.00MC+$0.1M84%
Mikey Anderson67$4.13MC$0.2M83%

Chemistry

From official goal credits - scorer + assists on every goal, all season.

Recent form · last 10 games

1 pts · 0 G · 1 A · 9 shots in last 10Steady(+0.2 P/GP vs prior 5)

vs CAR

0P

0G 0A

vs CBJ

0P

0G 0A

@ NSH

0P

0G 0A

@ CAR

0P

0G 0A

@ TBL

0P

0G 0A

@ NYR

0P

0G 0A

@ NJD

0P

0G 0A

vs NJD

0P

0G 0A

@ NYI

0P

0G 0A

@ PHI

1P

0G 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)191 events shown

The office: the high slot - 1 of 2 goals live there

Defensive floor: 63 blocks · 12 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2022-23Montréal Canadiens4441418-19
2023-24Montréal Canadiens7061622-8
2024-25Montréal Canadiens55612186
2025-26Montréal Canadiens3929115
Career1 team208185169-16