HockeyAlpha
Regular season

Joakim Kemell

Nashville Predators · RW · #25
Bottom-six playerDepth Forward?3 points in 16 games in a supporting role
HT
5'11"
WT
182 lb
Age
22
Shoots
R
From
Jyvaskyla, FIN
Draft
2022 NSH · R1 #17
62Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
2727pctl
Playmaking?
5151pctl
Transition?
4646pctl
Defense?
7070pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.1914pctl
Goals / GP?
0.0613pctl
Assists / GP?
0.1321pctl
Shots / GP?
0.87pctl
Plus/Minus?
+266pctl
PP Points?
016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
2.6%26pctl
ZEIS?
2.0964pctl
PSPL?
0.2386pctl
Def Suppression?
0.6373pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
4.37pctl
Hits / 60?
9.080pctl
Take : Give?
0.8099pctl
Blocks / 60?
3.2491pctl
PP TOI / GP?
0:3531pctl
PK TOI / GP?
0:3765pctl

On-ice impact

shift charts × our xG model · 15 GP tracked · 3h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
16.9 min19pctl
Support received?
16.1 min89pctl

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 · 148 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

$0.89M

cap hit

$2.46M

Alpha-market value

overpaidmarketsurplus

B

Good value (+$1.6M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Joakim Kemell62$0.89MB+$1.6Mthis player
Jared Wright61$0.91MB+$1.3M88%
Jaroslav Chmelar61$0.89MB+$1.3M85%
Lenni Hameenaho60$0.95MB+$1.1M84%
Tye Kartye60$1.25MB+$0.8M83%

Chemistry

Finishes from

assisters on Joakim’s goals

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

Recent form · last 10 games

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

vs SJS

0P

0G 0A

@ TBL

1P

1G 0A

@ LAK

0P

0G 0A

@ SJS

0P

0G 0A

@ LAK

0P

0G 0A

@ ANA

2P

0G 2A

@ UTA

0P

0G 0A

vs MIN

0P

0G 0A

vs SJS

0P

0G 0A

vs ANA

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)34 events shown

Defensive floor: 10 blocks · 1 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2024-25Nashville Predators20000
2025-26Nashville Predators161232
Career1 team181232