HockeyAlpha
Regular season

Sandis Vilmanis

Florida Panthers · LW · #95
Bottom-six playerDepth Forward?5 points in 19 games in a supporting role
HT
6'1"
WT
192 lb
Age
22
Shoots
L
From
Riga, LVA
Draft
2022 FLA · R5 #157
61Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
3535pctl
Playmaking?
4444pctl
Transition?
2727pctl
Defense?
3636pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.2628pctl
Goals / GP?
0.1641pctl
Assists / GP?
0.1115pctl
Shots / GP?
0.88pctl
Plus/Minus?
-154pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
2.9%30pctl
ZEIS?
1.0021pctl
PSPL?
0.1770pctl
Def Suppression?
0.037pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
4.610pctl
Hits / 60?
11.586pctl
Take : Give?
0.4580pctl
Blocks / 60?
1.5135pctl
PP TOI / GP?
0:1424pctl
PK TOI / GP?
0:0550pctl

On-ice impact

shift charts × our xG model · 9 GP tracked · 2h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
16.9 min14pctl
Support received?
16.4 min79pctl

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 · 191 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

$0.88M

cap hit

$2.24M

Alpha-market value

overpaidmarketsurplus

B

Good value (+$1.4M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Sandis Vilmanis61$0.88MB+$1.4Mthis player
Rutger McGroarty61$0.95MB+$1.3M86%
Alexander Holtz61$0.84MB+$1.4M86%
Elmer Soderblom57$1.13MC+$0.3M85%
Noah Gregor59$0.78MB+$1.1M82%

Chemistry

Top connection: A.J. Greer · 3 goals together

Finishes from

assisters on Sandis’s goals

Creates for

goals Sandis assisted on

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

Recent form · last 10 games

3 pts · 2 G · 1 A · 7 shots in last 10Steady(-0.2 P/GP vs prior 5)

@ STL

1P

0G 1A

vs WPG

0P

0G 0A

vs BUF

1P

1G 0A

vs BOS

0P

0G 0A

@ TBL

0P

0G 0A

vs TOR

0P

0G 0A

vs BUF

0P

0G 0A

@ NYI

1P

1G 0A

@ NJD

0P

0G 0A

@ CBJ

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)30 events shown

The office: the inner slot - 2 of 3 goals live there

NHL career · regular season

SeasonTeamGPGAP+/−
2025-26Florida Panthers19325-1
Career1 team19325-1