xJawn NHL expected goals

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Adrian Kempe

R · Los Angeles Kings · career →

6 GP · 92 min 5v5
2026-27 · 5v5

Small sample. The typical team has played 8 games, so the percentile numbers on the observed rows are hidden until it reaches 10 games. Read the raw counts.

Adjusts with rink filters
on-ice for◀ 5v5 offense
on-ice against5v5 defense ▶
How to read this map

One rink, both ends while Adrian Kempe is on the ice: what the team generates on the left, what it concedes on the right. Every attempt is a Gaussian bump of height = its model xG, summed per 60 minutes of ice time (a player's exposure is time, not games). The controls switch the surface (xG heatmap ↔ vs league, the league baseline per team-hour at the same strength) and the markers: × goal · • on net · ◦ missed · small • blocked — and own shots narrows the left end's markers to attempts Adrian Kempe took.

The page opens at 5v5; empty-net attempts are excluded throughout. On-ice membership comes from the shift charts; attempts without usable shift coverage are absent from both ends. Blocked-shot membership cannot be cross-checked against the play-by-play, so treat blocked-marker detail as softer than the rest.

Observed production

5v5 · on-ice
for against
axis spans ±382% of the forward cohort average · centre = average · right = more
Goalson-ice
3 41st pctl5 71st pctl
Shotson-ice
45 61st pctl34 31st pctl
Attemptson-ice
107 73rd pctl72 27th pctl
xGon-ice
3.6 43rd pctl2.6 19th pctl
xGF%share of on-ice xG
58.0%80th pctl
0% 50% = even split · gray = cohort middle 50% / 90% 100%

Percentiles rank against the other forwards over the display floor at the selected strength — a non-strength filter (rush, period, …) moves the bars but keeps that strength's spread as the backdrop.

Rolling on-ice xGF%

5v5 · on-ice
Per-game chance share while on the ice, smoothed. drag the slider to set the window

Model estimates

🔒 2025-26 · frozen
Last season's ratings and goals accounting (2025-26) — 2026-27 is not rated until it has enough games to refit. The observed rows above are 2026-27.
creating   preventing   creates both  ·  paler = special teams  ·  solid = on-ice RAPM · hatched = skill rating  ·  ▽ = the total
Shooting
Conversionall shooter stages
outside the PP +2.51 goals vs averagepower play +0.36 goals vs average
+2.8691st pctl
Offense
On-ice impactRAPM · xGF impact
-0.7730th pctl
Defense
On-ice impactRAPM · xGA, flipped
-2.8310th pctl
BlockingBlocking · season-resolved
-0.108th pctl
Special teams
Power playST RAPM · 3-season window
-1.581st pctl
Penalty killST RAPM · season-resolved
+0.1779th pctl
Disciplinedrawn − taken
-1.873rd pctl
GAAgoals above average, this season
Offense impact -0.77 goals vs averageDefense impact -2.83 goals vs averageBlocking -0.10 goals vs averageConversion · outside the PP +2.51 goals vs averagePower play -1.58 goals vs averageConversion · power play +0.36 goals vs averagePenalty kill +0.17 goals vs averageDiscipline -1.87 goals vs average
-4.138th pctl
grouped by game state · 5v5 → power play → kill
−18.960 = league average+18.96

Ranked against forwards; the band behind each bar is that cohort's spread (p5–p95, middle half brighter, dashed median), so where a bar lands against its band is the rank — the ordinal beside it makes that exact. Zero is whichever baseline the toggle selects — the league-average skater, or replacement level — and every row, its band and its ordinal are all drawn against that one baseline, so the bar and the number can never describe different things. Each row's bar grows from zero, so its end IS its value; the composite is the rows stacked, running both ways from zero, so only it carries a ▽ to mark the net. The rows sum to the total with nothing left over. The per-shot rating is quality only: it says nothing about how many attempts a player generates or faces, which is what the attempts figure is for.

Faceoff skill

Faceoff skillfitted rating · not in GAA/GAR
41.0%1st pctl
A per-draw skill rating from the faceoff model, shown as the win probability against a league-average taker on a neutral dot. It is not priced in goals and is not part of GAA or GAR: the value of a won draw is shared by everyone on the ice, so this stays a rating.
−0.690 = an average taker+0.69

Usage & context

descriptive · not modeled
The job the coach handed Adrian Kempe, not how well it went. Not a modeled component: each is its own metric (minutes, a rate, a TOI share, or opponents'/teammates' net xG-RAPM), shown with a cohort percentile only where one exists, never added together. Not a grade. The deployment rows are measured over the same 5v5 stints the isolate is fit on (regular season + playoffs); ice time and the penalty rates are all situations, every game — penalties create non-5v5 time, so a 5v5 denominator would inflate every rate.
Time on iceall situations · min per game
21:06per game
Penalties takenminor penalties / 60
0.47per 60 · all situations
Penalties drawnminor penalties / 60
1.89per 60 · all situations
Zone startsOZS% · O-zone start share
64%offensive / (off + def)
Score stateTOI by game state
trail 43%tied 49%lead
often tied
Competition (QoC)opponents' net xG-RAPM
+0.047xG/60
Teammates (QoT)teammates' net xG-RAPM
+0.132xG/60
On-the-flyshare of 5v5 TOI
68%of 5v5 TOI
0cohort average100 pctl

A skater absent from the fit counts as exactly cohort average (0) in QoC/QoT — the same claim ridge shrinkage makes. Penalty rates are descriptive only: taken-rate includes defensively correct penalties, and neither side is opponent- or deployment-adjusted. Nothing here is priced in goals.

Full table · all numbers
FamilyStatValue (current slice)
Observed ◆ filtered Goals on-ice for / against 3 / 5
Observed ◆ filtered xG on-ice for / against 3.6 / 2.6
Observed ◆ filtered Shots on-ice for / against 45 / 34
Observed ◆ filtered Attempts on-ice for / against 107 / 72
Observed ◆ filteredxGF% 58.0%
Modeled 🔒 season Conversion — all shooter stages +2.86 91st pctl
Modeled 🔒 season ↳ Conversion — 344 outside the PP 97th pctl
Modeled 🔒 season ↳ Conversion — 130 on the PP 94th pctl
Modeled 🔒 season ↳ Conversion — per-shot skill 97th pctl
Modeled 🔒 season On-ice impact — RAPM · xGF impact -0.77 30th pctl
Modeled 🔒 season On-ice impact — RAPM · xGA, flipped -2.83 10th pctl
Modeled 🔒 season Blocking — Blocking · season-resolved -0.10 8th pctl
Modeled 🔒 season ↳ Blocking — 1,332 attempts faced 87th pctl
Modeled 🔒 season ↳ Blocking — per-shot suppression 2nd pctl
Modeled 🔒 season Power play — ST RAPM · 3-season window -1.58 1st pctl
Modeled 🔒 season Penalty kill — ST RAPM · season-resolved +0.17 79th pctl
Modeled 🔒 season Discipline — drawn − taken -1.87 3rd pctl
Modeled 🔒 season GAA -4.13 8th pctl
ContextTime on ice — all situations · min per game 21:06 (97th pctl)
ContextPenalties taken — minor penalties / 60 0.47 (38th pctl)
ContextPenalties drawn — minor penalties / 60 1.89 (91st pctl)
ContextZone starts — OZS% · O-zone start share 64% (84th pctl)
ContextScore state — TOI by game state trail 43%, tied 49%, lead 8%
ContextCompetition (QoC) — opponents' net xG-RAPM +0.047 (87th pctl)
ContextTeammates (QoT) — teammates' net xG-RAPM +0.132 (94th pctl)
ContextOn-the-fly — share of 5v5 TOI 68%

Observed values reflect the active rink filters; modeled values are fixed at their full-season fit.

On-ice numbers pair the regular-season shot set with shift-chart membership; skaters and goalies under the display floors are fit but not shown. Modeled rows come from the value artifact keyed to RAPM fit rapm__0cd6d075 on nested_structure__nested_structure_xg__d2ec2662 (the joint-xg structural baseline), with ratings from joint__baseline_xg__f3e3111e (as of 2026-06-14) — separate surfaces from the box-score xG model badged in the footer.