HockeyAlpha
Regular season

Maxim Shabanov

Minnesota Wild · RW · #49
Bottom-six playerDepth Forward?18 points in 44 games in a supporting role
HT
5'9"
WT
167 lb
Age
25
Shoots
L
From
Chelyabinsk, RUS
62Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
3333pctl
Playmaking?
4444pctl
Transition?
3939pctl
Defense?
2626pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.4147pctl
Goals / GP?
0.1127pctl
Assists / GP?
0.3062pctl
Shots / GP?
1.339pctl
Plus/Minus?
-539pctl
PP Points?
555pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
4.6%51pctl
ZEIS?
1.4942pctl
PSPL?
0.0624pctl
Def Suppression?
0.0710pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
5.626pctl
Hits / 60?
2.733pctl
Take : Give?
0.3154pctl
Blocks / 60?
1.5941pctl
PP TOI / GP?
1:3754pctl
PK TOI / GP?
0:004pctl

On-ice impact

shift charts × our xG model · 25 GP tracked · 6h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.2 min34pctl
Support received?
17.7 min37pctl

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 · 531 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

$0.97M

cap hit

$2.46M

Alpha-market value

overpaidmarketsurplus

B

Good value (+$1.5M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Maxim Shabanov62$0.97MB+$1.5Mthis player
Nino Niederreiter61$4.00MD$1.8M92%
Jonatan Berggren62$1.82MC+$0.6M90%
Easton Cowan65$0.87MA+$2.3M88%
Dalibor Dvorsky61$0.89MB+$1.4M88%

Chemistry

Top connection: Calum Ritchie · 5 goals together

Recent form · last 10 games

3 pts · 1 G · 2 A · 17 shots in last 10Steady(+0.2 P/GP vs prior 5)

@ CGY

0P

0G 0A

@ SEA

0P

0G 0A

vs BUF

0P

0G 0A

@ PHI

0P

0G 0A

@ NYR

1P

0G 1A

vs NSH

0P

0G 0A

@ STL

0P

0G 0A

vs LAK

0P

0G 0A

@ CAR

1P

1G 0A

vs TOR

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)115 events shown

The office: the inner slot - 2 of 5 goals live there

Playmaking gravity: 6 touches that produced a teammate shot within 3s

Defensive floor: 18 blocks · 5 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2025-26New York Islanders4451318-5
Career1 team4451318-5