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Ice Lab

Defence · #27

Ryan Graves

Age
31
Shoots
Left
Height
196 cm
Weight
103 kg
Born
Yarmouth, CAN
Draft
2013, round 4, #110 (NYR)

Career · 2018–19 to 2025–26

Games
455
Goals
33
Points
119
TOI per game
18:11
xGF% (5v5)
51.4%
Goals above expected
+3.3

Season by season

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

2018–19COL26325+411:062611.5%01.146.9%
2019–20COL6991726+4018:571346.7%26.852.5%
2020–21COL5421315+1519:031012.0%03.755.8%
2021–22NJD7562228−920:431115.4%06.050.6%
2022–23NJD7881826+3419:571415.7%06.352.9%
2023–24PIT7031114+1018:23773.9%03.049.4%
2024–25PIT61134−1514:59392.6%01.650.2%
2025–26PIT22101−315:18214.8%01.251.3%
Total3 teams4553386119+7618:116505.1%229.751.4%

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)
00.20.40.60.8100200300400
10m15m20m100200300400Game

Player card

How 2018–19 to 2025–26 compares with everyone else at the position over the same seasons, and the players with the most similar profile.

Overall rating

2nd pair

69th percentile among qualified defencemen, blending scoring 30%, play-driving 50%, usage 20%.

  1. 1st pair
  2. 2nd pair
  3. 3rd pair
  4. Extra / AHL

Scoring

2nd pair
  • Goals /600.2471st pct
  • Assists /600.6247th pct
  • ixG /600.2267th pct
  • Shots /604.7175th pct

Play-driving

2nd pair
  • xGF% (5v5)51.4%75th pct
  • CF% (5v5)51.4%77th pct
  • Relative xGF%−1.737th pct
  • xGA /60 (lower is better)2.5152nd pct

Usage

2nd pair
  • TOI per game18:1159th pct
  • PP time share1.3%23rd pct
  • PK time share46.5%85th pct
  • Quality of competition24.5%66th pct

Percentiles among defencemen 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).

Finishing

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.

+3.3 goals above expected

0102030100200300400Game

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

−20−100+10+20+30+40

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 speed34.3 km/h38th pct
  • Speed bursts over 20 mph728th pct
  • Hardest shot147.4 km/h56th pct
  • Distance skated78 km28th pct
  • Offensive-zone time42.5%63rd pct
Tracking, season by season

Each season against the other defencemen 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 defencemanMiddle 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

34.3 km/h22nd pct

▼ −0.0 km/h since 2024–25

333435363721–2222–2323–2424–2525–262021–22: 34.8 km/h, 40th percentile (75 games)2022–23: 33.6 km/h, 7th percentile (78 games)2023–24: 33.5 km/h, 5th percentile (70 games)2024–25: 34.4 km/h, 24th percentile (61 games)2025–26: 34.3 km/h, 22nd percentile (22 games)

Bursts over 20 mph per 60

1.235th pct

▲ +0.1 since 2024–25

012321–2222–2323–2424–2525–262021–22: 0.5, 11th percentile (75 games)2022–23: 0.5, 9th percentile (78 games)2023–24: 0.5, 9th percentile (70 games)2024–25: 1.2, 35th percentile (61 games)2025–26: 1.2, 35th percentile (22 games)

Distance skated per 60

13.9 km65th pct

▲ +0.2 km since 2024–25

1313.213.413.613.81414.221–2222–2323–2424–2525–262021–22: 13.3 km, 27th percentile (75 games)2022–23: 13.4 km, 40th percentile (78 games)2023–24: 13.5 km, 45th percentile (70 games)2024–25: 13.7 km, 51st percentile (61 games)2025–26: 13.9 km, 65th percentile (22 games)

Hardest shot

147.4 km/h43rd pct

▼ −1.2 km/h since 2024–25

14014515015516021–2222–2323–2424–2525–262021–22: 153.6 km/h, 64th percentile (75 games)2022–23: 148.3 km/h, 40th percentile (78 games)2023–24: 155.3 km/h, 74th percentile (70 games)2024–25: 148.6 km/h, 57th percentile (61 games)2025–26: 147.4 km/h, 43rd percentile (22 games)

Offensive-zone time

42.5%65th pct

▲ +0.5 points since 2024–25

38%40%42%44%46%21–2222–2323–2424–2525–262021–22: 39.3%, 13th percentile (75 games)2022–23: 40.0%, 26th percentile (78 games)2023–24: 40.5%, 34th percentile (70 games)2024–25: 42.1%, 54th percentile (61 games)2025–26: 42.5%, 65th percentile (22 games)