HockeyAlpha
Regular season

Collin Graf

San Jose Sharks · RW · #51
Top-six playerTwo-Way Force?Scores while suppressing: Def Sup 0.71 plus 46 points
HT
6'1"
WT
190 lb
Age
23
Shoots
R
From
Lincoln, USA
76Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
6565pctl
Playmaking?
7575pctl
Transition?
6262pctl
Defense?
8383pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.5766pctl
Goals / GP?
0.2671pctl
Assists / GP?
0.3165pctl
Shots / GP?
1.550pctl
Plus/Minus?
+677pctl
PP Points?
135pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
8%79pctl
ZEIS?
2.3671pctl
PSPL?
0.3095pctl
Def Suppression?
0.7179pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
5.321pctl
Hits / 60?
4.047pctl
Take : Give?
0.6295pctl
Blocks / 60?
2.1665pctl
PP TOI / GP?
0:2930pctl
PK TOI / GP?
2:2899pctl

On-ice impact

shift charts × our xG model · 50 GP tracked · 14h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.7 min72pctl
Support received?
18.2 min23pctl

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 · 1092 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

$0.94M

cap hit

$6.30M

Alpha-market value

overpaidmarketsurplus

A+

Massive surplus value (+$5.4M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Collin Graf76$0.94MA++$5.4Mthis player
Trevor Moore71$4.20MC+$0.6M80%
Connor McMichael74$2.10MA+$3.6M80%
Ryan Hartman77$4.00MA+$2.6M77%
Noah Cates74$4.00MB+$1.7M75%

Chemistry

Top connection: Macklin Celebrini · 20 goals together

Recent form · last 10 games

6 pts · 2 G · 4 A · 13 shots in last 10Cooling off(-0.4 P/GP vs prior 5)

vs ANA

1P

0G 1A

vs TOR

1P

1G 0A

vs NSH

1P

0G 1A

vs CHI

1P

0G 1A

vs EDM

0P

0G 0A

@ ANA

0P

0G 0A

vs VAN

0P

0G 0A

@ NSH

1P

0G 1A

@ CHI

0P

0G 0A

@ WPG

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)217 events shown

The office: the crease doorstep - 9 of 21 goals live there

Playmaking gravity: 20 touches that produced a teammate shot within 3s

Defensive floor: 53 blocks · 18 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2023-24San Jose Sharks7022-4
2024-25San Jose Sharks335611-4
2025-26San Jose Sharks812125466
Career1 team121263359-2