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Ice Lab

Left wing · #26

Andrew Mangiapane

Calgary Flames Washington Capitals Edmonton Oilers Chicago Blackhawks(traded during the season)
Age
30
Shoots
Left
Height
178 cm
Weight
83 kg
Born
Toronto, CAN
Draft
2015, round 6, #166 (CGY)

Career · 2017–18 to 2026–27

Games
561
Goals
131
Points
259
TOI per game
14:29
xGF% (5v5)
55.2%
Goals above expected
+0.4
ShowAll teamsCalgary FlamesWashington CapitalsEdmonton OilersChicago Blackhawks

Season by season

The regular-season line for each season, with the total, by team for traded players.

2017–18CGY10000−38:5670.0%01.151.8%
2018–19CGY448513+1110:336512.3%06.659.0%
2019–20CGY68171532+413:4210915.6%216.154.1%
2020–21CGY56181432+116:409119.8%513.657.9%
2021–22CGY82352055+2015:4418518.9%1124.059.2%
2022–23CGY82172643+1216:491829.3%426.259.1%
2023–24CGY75142640+716:0012211.5%320.750.9%
2024–25WSH81141428013:029514.7%413.752.2%
2025–26EDM527714−1912:365113.7%07.349.2%
2025–26CHI10112−211:54714.3%01.143.9%
2025–26All teams628816−2112:295813.8%08.448.4%
2026–27CHI100005:2310.0%00.237.9%
Total4 teams561131128259+3114:2991514.3%29130.655.2%

Form

Rolling averages smooth out single games so the trend shows.

Form, ten-game rolling

Points and individual expected goals per game (left scale), averaged over the previous ten games. Ice time is on the second chart.

Points per gameixG per gameTOI per game (minutes)
00.20.40.60.811.2100200300400500
10m15m20m100200300400500Game

Player card

Model-based

How 2017–18 to 2026–27 compares with everyone else at the position over the same seasons, and the players with the most similar profile.

Overall rating

1st line

88th percentile among qualified forwards, blending scoring 40%, play-driving 40%, usage 20%.

  1. 1st line
  2. 2nd line
  3. 3rd line
  4. 4th line
  5. Extra / AHL

Scoring

1st line
  • Goals /600.9781st pct
  • Assists /600.9557th pct
  • ixG /600.9683rd pct
  • Goals above expected+0.466th pct

Play-driving

1st line
  • xGF% (5v5)55.2%95th pct
  • CF% (5v5)54.6%96th pct
  • Relative xGF%+3.692nd pct
  • Penalty diff /600.1358th pct

Usage

2nd line
  • TOI per game14:2964th pct
  • PP time share25.0%58th pct
  • Offensive zone starts54.9%51st pct
  • Quality of competition24.6%75th pct

Percentiles among forwards with 200+ minutes at 5-on-5 and 20+ games. Ratings rank each column's average percentile among the same players and read it as a role on a depth chart (how).

Most similar players this season

  1. Artturi LehkonenMTL/COL0.92
  2. Tomas TatarMTL/NJD/COL/SEA0.91
  3. Jackson BlakeCAR0.91
  4. Valeri NichushkinDAL/COL0.90
  5. Josh DoanARI/UTA/BUF0.90
  6. Seth JarvisCAR0.89

Faceoffs

How often Mangiapane wins the draw over 2017–18 to 2026–27, against whom and where, and what a win leads to. Ranked among players with 1751+ draws over the same seasons.

Win rate

35.5%

60–109 · below the 1751 draws of a regular

Against an average centre

35.9%

Opponents won 50.4% of their draws; an average centre would have won 49.6% against them.

Wins above average

−24

Draws won beyond what an average centre facing the same opponents would have won.

Draws per game

1.3

169 draws in all.

By dot, attacking to the right

32%19 · +1.438%71 · +0.622%18 · −0.536%11 · +2.357%7 · 0.067%3 · 0.017%6 · +2.836%25 · +2.533%9 · −0.1Attacking zone →← Defending zone

Win rate at each dot; the small numbers are draws and the xG swing (×100) of winning rather than losing there.

By zone

  • Offensive zone34.8% 31–58
  • Neutral zone37.0% 17–29
  • Defensive zone35.3% 12–22

By strength

  • Even strength34.4% 53–101
  • Power play55.6% 5–4
  • Shorthanded33.3% 2–4

What a win leads to

Shot attempts in the next 20 seconds, for minus against, per 100 draws: +18 after a win, −7 after a loss. Each win was worth 1.0 expected goals per 100 draws more than a loss.

Most-faced opponents

Season by season

SeasonDrawsWin rateAgainst average
2017–181100.0%100.0%
2018–19966.7%66.8%
2019–204327.9%29.1%
2020–211711.8%13.3%
2021–225538.2%38.3%
2022–231435.7%34.8%
2023–241050.0%50.0%
2024–251241.7%41.2%
2025–26837.5%36.8%

Finishing

Model-based

Did the goals match the chances?

Goals against expected goals

Cumulative goals (solid) and individual xG (dashed) through the season. The gap is finishing: above the dashed line, the player scored more than an average shooter would from the same chances.

+0.4 goals above expected

050100100200300400500Game

Goals above expected, everyone at the same position with 20+ games

−500+50+100

Speed and tracking

From the NHL's EDGE tracking system (2021–22 on): skating speed, shot speed, distance and zone time, for the selected seasons and then every tracked season, to show improvement or decline.

Tracking data (NHL EDGE)

Values from the NHL's puck and player tracking, with the NHL's own league percentile for each. Missing values mean the player wasn't tracked enough.

Tracking

  • Top skating speed33.5 km/h32nd pct
  • Speed bursts over 20 mph19th pct
  • Hardest shot62.9 km/h4th pct
  • Distance skated2 km0th pct
  • Offensive-zone time48.3%91st pct
Tracking, season by season

Each season against the other forwards that season with 20+ games. A season in progress appears once half its games are played, as provisional: season bests only grow. Bursts and distance are per 60 minutes of ice time, so seasons with fewer games still compare. Percentiles are on these rates, so they can differ from the NHL's, which are on season totals.

This playerMedian forwardMiddle half (25th–75th percentile)Hollow dot: too few games to rank, or a season in progress (*, dashed). Dotted line: no NHL games that season.

Top skating speed

36.3 km/h57th pct

▲ +0.0 km/h since 2024–25

3535.53636.53737.521–2222–2323–2424–2525–262021–22: 36.2 km/h, 59th percentile (82 games)2022–23: 36.0 km/h, 50th percentile (82 games)2023–24: 36.7 km/h, 75th percentile (75 games)2024–25: 36.3 km/h, 56th percentile (81 games)2025–26: 36.3 km/h, 57th percentile (62 games)

Bursts over 20 mph per 60

4.236th pct

▼ −1.8 since 2024–25

24681021–2222–2323–2424–2525–262021–22: 5.2, 49th percentile (82 games)2022–23: 5.4, 55th percentile (82 games)2023–24: 5.3, 52nd percentile (75 games)2024–25: 6.0, 58th percentile (81 games)2025–26: 4.2, 36th percentile (62 games)

Distance skated per 60

15.9 km74th pct

▲ +0.3 km since 2024–25

14.51515.51616.521–2222–2323–2424–2525–262021–22: 16.1 km, 81st percentile (82 games)2022–23: 16.1 km, 85th percentile (82 games)2023–24: 15.9 km, 71st percentile (75 games)2024–25: 15.6 km, 47th percentile (81 games)2025–26: 15.9 km, 74th percentile (62 games)

Hardest shot

138.7 km/h48th pct

▼ −5.1 km/h since 2024–25

13013514014515015521–2222–2323–2424–2525–262021–22: 144.9 km/h, 57th percentile (82 games)2022–23: 151.9 km/h, 87th percentile (82 games)2023–24: 143.7 km/h, 58th percentile (75 games)2024–25: 143.8 km/h, 69th percentile (81 games)2025–26: 138.7 km/h, 48th percentile (62 games)

Offensive-zone time

41.2%41st pct

▼ −0.2 points since 2024–25

38%40%42%44%46%21–2222–2323–2424–2525–262021–22: 44.6%, 84th percentile (82 games)2022–23: 45.2%, 84th percentile (82 games)2023–24: 41.3%, 43rd percentile (75 games)2024–25: 41.4%, 42nd percentile (81 games)2025–26: 41.2%, 41st percentile (62 games)