HockeyAlpha
Regular season

Egor Chinakhov

Pittsburgh Penguins · RW · #59
Middle-six playerMiddle-Six Engine?Reliable minutes: 42 points and honest two-way play
HT
6'1"
WT
203 lb
Age
25
Shoots
L
From
Omsk, RUS
Draft
2020 CBJ · R1 #21
71Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group
Scoring?
6565pctl
Playmaking?
4141pctl
Transition?
7878pctl
Defense?
3636pctl

League profile

vs. forwards with 20+ GP
Points / GP?
0.5867pctl
Goals / GP?
0.2976pctl
Assists / GP?
0.2961pctl
Shots / GP?
1.970pctl
Plus/Minus?
-250pctl
PP Points?
659pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed
xG Share?
6.8%72pctl
ZEIS?
3.5390pctl
PSPL?
0.0519pctl
Def Suppression?
0.3338pctl

Winger toolkit

vs. wingers with 20+ GP
Shots / 60?
8.784pctl
Hits / 60?
3.038pctl
Take : Give?
0.2427pctl
Blocks / 60?
1.9158pctl
PP TOI / GP?
1:1945pctl
PK TOI / GP?
0:0013pctl

On-ice impact

shift charts × our xG model · 42 GP tracked · 10h TOI

Usage profile

assignment difficulty · higher fill = tougher job
Competition faced?
17.3 min43pctl
Support received?
17.9 min33pctl

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 · 876 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

$2.10M

cap hit

$4.78M

Alpha-market value

overpaidmarketsurplus

A

Team-friendly deal (+$2.7M)

Top comparables?

nearest profiles at the same role · match = statistical fit
PlayerAlphaCap hitValueMatch
Egor Chinakhov71$2.10MA+$2.7Mthis player
Michael Carcone68$0.78MA+$3.2M83%
Mackie Samoskevich67$0.78MA+$2.9M80%
Kiefer Sherwood72$1.50MA+$3.6M80%
Michael Bunting67--79%

Chemistry

Top connection: Evgeni Malkin · 10 goals together

Recent form · last 10 games

10 pts · 4 G · 6 A · 22 shots in last 10Heating up(+0.4 P/GP vs prior 5)

@ OTT

0P

0G 0A

vs DAL

0P

0G 0A

@ NYI

0P

0G 0A

vs DET

2P

1G 1A

@ TBL

2P

2G 0A

vs FLA

1P

0G 1A

vs FLA

2P

0G 2A

@ NJD

3P

1G 2A

vs WSH

0P

0G 0A

@ WSH

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)300 events shown

The office: the inner slot - 10 of 21 goals live there

Playmaking gravity: 14 touches that produced a teammate shot within 3s

Defensive floor: 35 blocks · 4 steals inside the d-zone

NHL career · regular season

SeasonTeamGPGAP+/−
2021-22Columbus Blue Jackets627714-27
2022-23Columbus Blue Jackets304913-6
2023-24Columbus Blue Jackets53161329-3
2024-25Columbus Blue Jackets307815-6
2025-26Columbus Blue Jackets29336-6
2025-26Pittsburgh Penguins431818364
Career2 teams2475558113-44