HockeyAlpha
Regular season

Liam O'Brien

Utah Mammoth · C · #38
Bottom-six playerWrecking Ball?115 hits (19.8/60) - physically tilts every shift
HT
6'1"
WT
215 lb
Age
32
Shoots
L
From
Halifax, CAN
56Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
2626pctl
Playmaking?
4040pctl
Transition?
3535pctl
Defense?
4343pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.113pctl
Goals / GP?
0.0817pctl
Assists / GP?
0.031pctl
Shots / GP?
0.915pctl
Plus/Minus?
-634pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
3.9%42pctl
ZEIS?
1.5343pctl
PSPL?
0.1977pctl
Def Suppression?
0.4553pctl

Center toolkit

vs. centers with 20+ GP
Draws / GP
0.24pctl
Take : Give?
0.092pctl
PP TOI / GP?
0:015pctl
PK TOI / GP?
0:001pctl

On-ice impact

shift charts × our xG model · 24 GP tracked · 4h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
16.1 min0pctl
Support received?
16.2 min87pctl

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 · 347 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

$1.00M

cap hit

$1.30M

Alpha-market value

overpaidmarketsurplus

C

Fair market deal (+$0.3M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Liam O'Brien56$1.00MC+$0.3Mthis player
Joshua Dunne55$0.78MC+$0.4M90%
Jacob Quillan56$0.88MC+$0.4M88%
Nick Bjugstad56$1.75MC$0.4M87%
Ryan Winterton58$0.83MB+$0.8M86%

Chemistry

Creates for

goals Liam assisted on

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

Recent form · last 10 games

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

@ FLA

0P

0G 0A

@ CAR

0P

0G 0A

vs VAN

0P

0G 0A

vs DET

0P

0G 0A

@ VAN

1P

1G 0A

vs NSH

0P

0G 0A

vs CAR

0P

0G 0A

@ CGY

0P

0G 0A

vs WPG

0P

0G 0A

vs STL

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)91 events shown

The office: the crease doorstep - 2 of 3 goals live there

Playmaking gravity: 8 touches that produced a teammate shot within 3s

Defensive floor: 23 blocks · 0 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2014-15Washington Capitals131124
2016-17Washington Capitals10000
2017-18Washington Capitals30000
2020-21Colorado Avalanche120331
2021-22Arizona Coyotes392131
2022-23Arizona Coyotes563811-5
2023-24Arizona Coyotes7559140
2024-25Utah Hockey Club280221
2025-26Utah Mammoth38314-6
Career5 teams265142539-4