HockeyAlpha
Regular season

Jake Sanderson

Ottawa Senators · D · #85
EliteOffensive QB?54 points from the blue line - runs the attack
HT
6'2"
WT
202 lb
Age
24
Shoots
L
From
Whitefish, USA
Draft
2020 OTT · R1 #5
88Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
8989pctl
Playmaking?
8787pctl
Transition?
8989pctl
Defense?
7474pctl

League profile

vs. defensemen with 20+ GP
Points / GP?
0.8194pctl
Goals / GP?
0.2196pctl
Assists / GP?
0.6093pctl
Shots / GP?
2.293pctl
Plus/Minus?
+1687pctl
PP Points?
2295pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
5.8%63pctl
ZEIS?
3.6191pctl
PSPL?
0.2589pctl
Def Suppression?
0.9992pctl

Defenseman toolkit

vs. defensemen with 20+ GP
Blocks / GP?
1.9190pctl
Blocks / 60?
4.6163pctl
Hits / 60?
1.016pctl
Take : Give?
0.3886pctl
PP TOI / GP?
3:1595pctl
PK TOI / GP?
2:5794pctl

On-ice impact

shift charts × our xG model · 35 GP tracked · 15h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
18.0 min94pctl
Support received?
17.4 min46pctl

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 · 1248 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

$8.05M

cap hit

$11.24M

Alpha-market value

overpaidmarketsurplus

A

Team-friendly deal (+$3.2M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Jake Sanderson88$8.05MA+$3.2Mthis player
Moritz Seider86$8.55MB+$1.9M91%
Lane Hutson89$0.95MA++$11.0M91%
Jackson LaCombe85$0.93MA++$9.1M89%
Adam Fox87$9.50MB+$1.3M89%

Chemistry

Top connection: Tim Stützle · 12 goals together

Recent form · last 10 games

8 pts · 3 G · 5 A · 28 shots in last 10Heating up(+0.8 P/GP vs prior 5)

vs DET

1P

0G 1A

@ TOR

1P

0G 1A

@ EDM

0P

0G 0A

@ CGY

0P

0G 0A

@ SEA

0P

0G 0A

vs MIN

0P

0G 0A

vs CAR

1P

0G 1A

vs TBL

2P

2G 0A

vs FLA

2P

0G 2A

@ NYI

1P

1G 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)534 events shown

The office: the crease doorstep - 5 of 14 goals live there

Playmaking gravity: 39 touches that produced a teammate shot within 3s

Defensive floor: 125 blocks · 18 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2022-23Ottawa Senators7742832-6
2023-24Ottawa Senators791028388
2024-25Ottawa Senators80114657-14
2025-26Ottawa Senators6714405416
Career1 team303391421814