Regular season

Andrew Mangiapane

Chicago Blackhawks · LW · #26

Bottom-six playerDepth Forward?16 points in 62 games in a supporting role

HT: 5'10"
WT: 183 lb
Age: 30
Shoots: L
From: Toronto, CAN
Draft: 2015 CGY · R6 #166

57Alpha?

Alpha sub-scores

what drives the rating · percentile vs position group

3232pctl

2222pctl

3535pctl

5555pctl

League profile

vs. forwards with 20+ GP

0.2627pctl

0.1332pctl

0.1322pctl

0.917pctl

-215pctl

016pctl

HockeyAlpha advanced

event-derived proxies · 1,312 games analyzed

4.2%46pctl

1.5744pctl

0.0414pctl

Def Suppression?

0.5564pctl

Winger toolkit

vs. wingers with 20+ GP

4.510pctl

5.058pctl

0.2224pctl

2.1766pctl

0:0920pctl

0:1859pctl

On-ice impact

shift charts × our xG model · 37 GP tracked · 7h TOI

On-ice xG share (5v5)?

47.9%34pctl

On-ice goal share (5v5)?

40.0%15pctl

O-zone deployment?

43%23pctl

Usage profile

assignment difficulty · higher fill = tougher job

Competition faced?

17.2 min36pctl

Support received?

17.1 min54pctl

D-zone deployment?

57%77pctl

Micro-metrics

Structural Metric Model · sequences, geometry & leverage from every shot

Cross-slot shots / GP?

0.0750pctl

Net-front presence / GP?

0.8552pctl

Second-chance touches / GP?

0.1927pctl

0.99×47pctl

Cross-slot suppressed?

0.23/gm47pctl

Pressure escape rate?

7.2%36pctl

2025-26 regular season · Percentile beams: fill = league percentile, tick = league median · hockeyalpha.com

The Blueprint

Structural Event Engine · percentile vs forwards · center = median · 746 EV min

General Offense

4.2722

8.2958

Shot Setups/60?

0.4820

Chance Setups/60?

0.4827

Primary Contributions/60?

4.7520

Rebounds Created/60?

0.0814

Playmaking Sequences

Point Shot Setups/60?

0.0029

Center-Lane Setups/60?

0.1616

High-Danger Setups/60?

0.1624

Deflection Setups/60?

0.0037

One-Timer Setups/60?

0.1661

Offense Types

Cycle Offense/60?

0.8020

Rush Offense/60?

7.3244

Shots off HD Setups/60?

0.4830

0.2414

0.2470

Deflections/60?

1.7770

Zone Entries

Entries Started/60?

0.0020

Entries Finished/60?

0.4827

Entries w/ Chance/60?

0.4853

DZ Retrievals / Exits

DZ Involvements/60?

0.8027

0.1633

0.6433

Retrieval Success %?

20%36

Exit Involvements/60?

0.0035

Exit Success %?

0%32

Forechecking

3.6252

Dump-In Recoveries/60?

0.0042

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

$3.60M

cap hit

$1.46M

Alpha-market value

overpaidmarketsurplus

D

Paying a premium (−$2.1M)

Top comparables?

nearest profiles at the same role · match = statistical fit

Player	Alpha	Archetype	Production	Cap hit	Market	Value	Match
Andrew Mangiapane	57	Depth Forward	16 P · 62 GP	$3.60M	$1.46M	D−$2.1M	this player
Jeffrey Truchon-Viel	58	Depth Forward	10 P · 45 GP	$0.78M	$1.64M	B+$0.9M	92%
Danton Heinen	57	Depth Forward	12 P · 46 GP	$2.25M	$1.46M	D−$0.8M	92%
Arttu Hyry	59	Depth Forward	5 P · 20 GP	$0.87M	$1.83M	B+$1.0M	91%
Lukas Reichel	59	Depth Forward	8 P · 29 GP	$1.20M	$1.83M	C+$0.6M	89%

Chemistry

Top connection: Connor McDavid · 4 goals together

Finishes from

assisters on Andrew’s goals

Creates for

goals Andrew assisted on

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

Recent form · last 10 games

2 pts · 1 G · 1 A · 7 shots in last 10Steady(+0.0 P/GP vs prior 5)

vs VAN

0P

0G 0A

vs VAN 03-06

0G 0A · 0 shots · 8:52 TOI

@ DAL

0P

0G 0A

@ DAL 03-08

0G 0A · 1 shots · 12:11 TOI

vs UTA

1P

1G 0A

vs UTA 03-09

1G 0A · 1 shots · 14:24 TOI

@ UTA

0P

0G 0A

@ UTA 03-12

0G 0A · 1 shots · 14:43 TOI

@ VGK

0P

0G 0A

@ VGK 03-14

0G 0A · 3 shots · 13:00 TOI

vs MIN

0P

0G 0A

vs MIN 03-17

0G 0A · 0 shots · 11:05 TOI

@ MIN

1P

0G 1A

@ MIN 03-19

0G 1A · 0 shots · 12:24 TOI

@ SJS

0P

0G 0A

@ SJS 04-06

0G 0A · 0 shots · 10:04 TOI

vs CAR

0P

0G 0A

vs CAR 04-09

0G 0A · 1 shots · 9:45 TOI

vs STL

0P

0G 0A

vs STL 04-11

0G 0A · 0 shots · 12:27 TOI

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

Goal On goal Missed/blocked▲ takeaway▽ giveaway■ hit＋ block◯ faceoff dot (size = wins)134 events shown

The office: the inner slot - 4 of 8 goals live there

Playmaking gravity: 6 touches that produced a teammate shot within 3s

Defensive floor: 43 blocks · 2 steals inside the d-zone

NHL career · regular season

Season	Team	GP	G	A	P	+/−
2017-18	Calgary Flames	10	0	0	0	-3
2018-19	Calgary Flames	44	8	5	13	11
2019-20	Calgary Flames	68	17	15	32	4
2020-21	Calgary Flames	56	18	14	32	1
2021-22	Calgary Flames	82	35	20	55	20
2022-23	Calgary Flames	82	17	26	43	12
2023-24	Calgary Flames	75	14	26	40	7
2024-25	Washington Capitals	81	14	14	28	0
2025-26	Edmonton Oilers	52	7	7	14	-19
2025-26	Chicago Blackhawks	10	1	1	2	-2
Career	4 teams	560	131	128	259	31