HockeyAlpha
Regular season

Beck Malenstyn

Buffalo Sabres · LW · #29
Bottom-six playerWrecking Ball?282 hits (18.6/60) - physically tilts every shift
HT
6'3"
WT
209 lb
Age
28
Shoots
L
From
Delta, CAN
Draft
2016 WSH · R5 #145
55Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
2020pctl
Playmaking?
3636pctl
Transition?
1515pctl
Defense?
7979pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.1711pctl
Goals / GP?
0.0919pctl
Assists / GP?
0.0910pctl
Shots / GP?
0.914pctl
Plus/Minus?
058pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
3.1%33pctl
ZEIS?
0.9318pctl
PSPL?
0.1563pctl
Def Suppression?
0.8788pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
4.711pctl
Hits / 60?
18.695pctl
Take : Give?
0.3462pctl
Blocks / 60?
4.9499pctl
PP TOI / GP?
0:014pctl
PK TOI / GP?
1:4891pctl

On-ice impact

shift charts × our xG model · 51 GP tracked · 10h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.1 min29pctl
Support received?
16.5 min76pctl

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 · 764 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

$1.35M

cap hit

$1.16M

Alpha-market value

overpaidmarketsurplus

C

Fair market deal ($0.2M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Beck Malenstyn55$1.35MC$0.2Mthis player
Mathieu Joseph57$2.95MD$1.5M88%
Garnet Hathaway51$2.40MD$1.5M87%
Alexey Toropchenko53$1.70MD$0.8M85%
Taylor Raddysh56$1.50MC$0.2M85%

Chemistry

Top connection: Peyton Krebs · 4 goals together

Recent form · last 10 games

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

vs DET

0P

0G 0A

vs SEA

0P

0G 0A

vs NYI

0P

0G 0A

@ OTT

0P

0G 0A

@ WSH

1P

1G 0A

vs TBL

0P

0G 0A

@ NYR

0P

0G 0A

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)138 events shown

The office: the inner slot - 3 of 7 goals live there

Playmaking gravity: 14 touches that produced a teammate shot within 3s

Defensive floor: 87 blocks · 6 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2019-20Washington Capitals3000-1
2021-22Washington Capitals121012
2022-23Washington Capitals91120
2023-24Washington Capitals8161521-1
2024-25Buffalo Sabres764610-16
2025-26Buffalo Sabres8177140
Career2 teams262192948-16