HockeyAlpha
Regular season

Bobby McMann

Seattle Kraken · C · #74
Middle-six playerMiddle-Six Engine?Reliable minutes: 46 points and honest two-way play
HT
6'2"
WT
217 lb
Age
30
Shoots
L
From
Wainwright, CAN
74Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
7575pctl
Playmaking?
4848pctl
Transition?
7878pctl
Defense?
6161pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.5968pctl
Goals / GP?
0.3787pctl
Assists / GP?
0.2245pctl
Shots / GP?
2.383pctl
Plus/Minus?
-346pctl
PP Points?
659pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
9%84pctl
ZEIS?
3.2888pctl
PSPL?
0.1355pctl
Def Suppression?
0.4654pctl

Center toolkit

vs. centers with 20+ GP
Draws / GP
0.24pctl
Take : Give?
0.4171pctl
PP TOI / GP?
0:5850pctl
PK TOI / GP?
0:1135pctl

On-ice impact

shift charts × our xG model · 45 GP tracked · 12h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.6 min66pctl
Support received?
18.3 min21pctl

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 · 1152 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

$1.35M

cap hit

$5.68M

Alpha-market value

overpaidmarketsurplus

A+

Massive surplus value (+$4.3M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Bobby McMann74$1.35MA++$4.3Mthis player
Dawson Mercer72$4.00MB+$1.1M83%
Jordan Staal70$2.92MB+$1.6M82%
Logan Stankoven75$0.81MA++$5.2M80%
Ben Kindel71$0.97MA+$3.8M80%

Chemistry

Top connection: Max Domi · 8 goals together

Recent form · last 10 games

3 pts · 3 G · 0 A · 35 shots in last 10Steady(+0.2 P/GP vs prior 5)

@ EDM

0P

0G 0A

vs UTA

1P

1G 0A

vs CHI

0P

0G 0A

@ WPG

0P

0G 0A

@ MIN

0P

0G 0A

vs VGK

1P

1G 0A

vs CGY

0P

0G 0A

vs LAK

1P

1G 0A

@ VGK

0P

0G 0A

@ COL

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)338 events shown

The office: the inner slot - 10 of 29 goals live there

Playmaking gravity: 13 touches that produced a teammate shot within 3s

Defensive floor: 39 blocks · 8 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2022-23Toronto Maple Leafs10011-2
2023-24Toronto Maple Leafs561592413
2024-25Toronto Maple Leafs7420143412
2025-26Toronto Maple Leafs60191332-3
2025-26Seattle Kraken18104140
Career2 teams218644110520