xJawn NHL expected goals

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Collin Graf

R · San Jose Sharks · career →

81 GP · 1,046 min 5v5
2025-26 · 5v5
Adjusts with rink filters
on-ice for◀ 5v5 offense
on-ice against5v5 defense ▶
How to read this map

One rink, both ends while Collin Graf 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 heatmapvs 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 Collin Graf 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 ±200% of the forward cohort average · centre = average · right = more
Goalson-ice
42 65th pctl42 69th pctl
Shotson-ice
384 52nd pctl497 84th pctl
Attemptson-ice
825 52nd pctl1,039 85th pctl
xGon-ice
43.5 71st pctl49.9 90th pctl
xGF%share of on-ice xG
46.6%27th 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

🔒 full season · not filtered
Season-long ratings — the filters above don't apply here.
creating   preventing   creates both  ·  paler = special teams  ·  solid = on-ice RAPM · hatched = skill rating  ·  ▽ = the total
Shooting
Conversionall shooter stages
outside the PP +0.49 goals vs average
+0.4570th pctl
Offense
On-ice impactRAPM · xGF impact
-0.0650th pctl
Defense
On-ice impactRAPM · xGA, flipped
-2.0615th pctl
BlockingBlocking · season-resolved
+0.0263rd pctl
Special teams
Power playST RAPM · 3-season window
-0.1530th pctl
Penalty killST RAPM · season-resolved
+2.8699th pctl
Disciplinedrawn − taken
+1.3482nd pctl
GAAgoals above average, this season
Defense impact -2.06 goals vs averageConversion · outside the PP +0.49 goals vs averagePower play -0.15 goals vs averagePenalty kill +2.86 goals vs averageDiscipline +1.34 goals vs average
+2.4071st pctl
grouped by game state · 5v5 → power play → kill
−18.600 = league average+18.60

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.

Usage & context

descriptive · not modeled
The job the coach handed Collin Graf, 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
16:24per game
Penalties takenminor penalties / 60
0.27per 60 · all situations
Penalties drawnminor penalties / 60
0.59per 60 · all situations
Zone startsOZS% · O-zone start share
48%offensive / (off + def)
Score stateTOI by game state
trail 35%tied 35%lead 30%
balanced
Competition (QoC)opponents' net xG-RAPM
+0.004xG/60
Teammates (QoT)teammates' net xG-RAPM
-0.054xG/60
On-the-flyshare of 5v5 TOI
66%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 42 / 42
Observed ◆ filtered xG on-ice for / against 43.5 / 49.9
Observed ◆ filtered Shots on-ice for / against 384 / 497
Observed ◆ filtered Attempts on-ice for / against 825 / 1,039
Observed ◆ filteredxGF% 46.6%
Modeled 🔒 season Conversion — all shooter stages +0.45 70th pctl
Modeled 🔒 season ↳ Conversion — 201 outside the PP 65th pctl
Modeled 🔒 season ↳ Conversion — 6 on the PP 28th pctl
Modeled 🔒 season ↳ Conversion — per-shot skill 75th pctl
Modeled 🔒 season On-ice impact — RAPM · xGF impact -0.06 50th pctl
Modeled 🔒 season On-ice impact — RAPM · xGA, flipped -2.06 15th pctl
Modeled 🔒 season Blocking — Blocking · season-resolved +0.02 63rd pctl
Modeled 🔒 season ↳ Blocking — 1,483 attempts faced 97th pctl
Modeled 🔒 season ↳ Blocking — per-shot suppression 45th pctl
Modeled 🔒 season Power play — ST RAPM · 3-season window -0.15 30th pctl
Modeled 🔒 season Penalty kill — ST RAPM · season-resolved +2.86 99th pctl
Modeled 🔒 season Discipline — drawn − taken +1.34 82nd pctl
Modeled 🔒 season GAA +2.40 71st pctl
ContextTime on ice — all situations · min per game 16:24 (63rd pctl)
ContextPenalties taken — minor penalties / 60 0.27 (7th pctl)
ContextPenalties drawn — minor penalties / 60 0.59 (31st pctl)
ContextZone starts — OZS% · O-zone start share 48% (43rd pctl)
ContextScore state — TOI by game state trail 35%, tied 35%, lead 30%
ContextCompetition (QoC) — opponents' net xG-RAPM +0.004 (43rd pctl)
ContextTeammates (QoT) — teammates' net xG-RAPM -0.054 (26th pctl)
ContextOn-the-fly — share of 5v5 TOI 66%

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.