HockeyAlpha
Regular season

Bowen Byram

Chicago Blackhawks · D · #24
Third-pair DSteady Blueliner?93 blocks across 82 games of regular duty
HT
6'1"
WT
205 lb
Age
25
Shoots
L
From
Cranbrook, CAN
Draft
2019 COL · R1 #4
71Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
8484pctl
Playmaking?
6464pctl
Transition?
4545pctl
Defense?
4040pctl

League profile

vs. defensemen with 20+ GP
Points / GP?
0.5185pctl
Goals / GP?
0.1385pctl
Assists / GP?
0.3883pctl
Shots / GP?
1.367pctl
Plus/Minus?
+1585pctl
PP Points?
781pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
4.7%52pctl
ZEIS?
0.9419pctl
PSPL?
0.1042pctl
Def Suppression?
0.5160pctl

Defenseman toolkit

vs. defensemen with 20+ GP
Blocks / GP?
1.1333pctl
Blocks / 60?
3.0415pctl
Hits / 60?
1.630pctl
Take : Give?
0.2651pctl
PP TOI / GP?
1:3680pctl
PK TOI / GP?
1:3757pctl

On-ice impact

shift charts × our xG model · 51 GP tracked · 19h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.5 min58pctl
Support received?
16.8 min64pctl

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 · 1568 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

$6.25M

cap hit

$5.10M

Alpha-market value

overpaidmarketsurplus

D

Paying a premium ($1.1M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Bowen Byram71$6.25MD$1.1Mthis player
Owen Power69$8.35MF$3.9M82%
Philip Broberg68$4.58MC$0.4M81%
Travis Sanheim74$6.25MC$0.2M79%
Damon Severson76$6.25MC+$0.5M78%

Chemistry

Top connection: Alex Tuch · 11 goals together

Recent form · last 10 games

6 pts · 1 G · 5 A · 11 shots in last 10Steady(+0.0 P/GP vs prior 5)

vs DET

1P

0G 1A

vs SEA

0P

0G 0A

vs NYI

1P

1G 0A

@ OTT

1P

0G 1A

@ WSH

0P

0G 0A

vs TBL

2P

0G 2A

@ NYR

1P

0G 1A

vs CBJ

0P

0G 0A

@ CHI

0P

0G 0A

vs DAL

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)359 events shown

The office: the left circle - 4 of 11 goals live there

Playmaking gravity: 13 touches that produced a teammate shot within 3s

Defensive floor: 94 blocks · 12 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2020-21Colorado Avalanche190221
2021-22Colorado Avalanche30512177
2022-23Colorado Avalanche421014247
2023-24Colorado Avalanche55812201
2023-24Buffalo Sabres18369-1
2024-25Buffalo Sabres827313811
2025-26Buffalo Sabres8211314215
Career2 teams3284410815241