HockeyAlpha
Regular season

Jack McBain

Utah Mammoth · C · #22
Bottom-six playerWrecking Ball?271 hits (15.7/60) - physically tilts every shift
HT
6'4"
WT
219 lb
Age
26
Shoots
L
From
Toronto, CAN
Draft
2018 MIN · R3 #63
63Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
4646pctl
Playmaking?
3838pctl
Transition?
5151pctl
Defense?
5151pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.3336pctl
Goals / GP?
0.1229pctl
Assists / GP?
0.2143pctl
Shots / GP?
1.447pctl
Plus/Minus?
+1186pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
6.9%72pctl
ZEIS?
1.8154pctl
PSPL?
0.0832pctl
Def Suppression?
0.5463pctl

Center toolkit

vs. centers with 20+ GP
Faceoff %?
51.3%62pctl
D-Zone FO %?
42.4%20pctl
Draws / GP
8.557pctl
Take : Give?
0.189pctl
PP TOI / GP?
0:2236pctl
PK TOI / GP?
1:2763pctl

On-ice impact

shift charts × our xG model · 42 GP tracked · 10h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.4 min51pctl
Support received?
17.4 min46pctl

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 · 903 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

$4.25M

cap hit

$2.68M

Alpha-market value

overpaidmarketsurplus

D

Paying a premium ($1.6M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Jack McBain63$4.25MD$1.6Mthis player
Connor Dewar65$1.10MA+$2.1M86%
Marco Kasper60$0.89MB+$1.1M86%
Zemgus Girgensons60$0.88MB+$1.2M82%
Cody Glass65$2.50MC+$0.7M81%

Chemistry

Top connection: Lawson Crouse · 5 goals together

Recent form · last 10 games

3 pts · 3 G · 0 A · 12 shots in last 10Steady(-0.2 P/GP vs prior 5)

vs CHI

0P

0G 0A

vs PIT

0P

0G 0A

@ DAL

1P

1G 0A

@ VGK

1P

1G 0A

vs ANA

0P

0G 0A

vs LAK

0P

0G 0A

vs EDM

0P

0G 0A

vs WSH

0P

0G 0A

@ LAK

1P

1G 0A

@ SEA

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)430 events shown

The office: the crease doorstep - 5 of 9 goals live there

Playmaking gravity: 21 touches that produced a teammate shot within 3s

Defensive floor: 57 blocks · 4 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2021-22Arizona Coyotes10213-6
2022-23Arizona Coyotes82121426-8
2023-24Arizona Coyotes67818268
2024-25Utah Hockey Club821314278
2025-26Utah Mammoth759162511
Career3 teams316446310713