xJawn NHL expected goals

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Oliver Bjorkstrand

R · Tampa Bay Lightning · career →

80 GP · 819 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 Oliver Bjorkstrand 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 Oliver Bjorkstrand 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
26 34th pctl33 45th pctl
Shotson-ice
324 38th pctl345 41st pctl
Attemptson-ice
734 41st pctl724 37th pctl
xGon-ice
32.8 43rd pctl31.9 39th pctl
xGF%share of on-ice xG
50.7%59th 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 +0.78 goals vs averagepower play +0.52 goals vs average
+1.3079th pctl
Offense
On-ice impactRAPM · xGF impact
-0.8533rd pctl
Defense
On-ice impactRAPM · xGA, flipped
-0.8631st pctl
BlockingBlocking · season-resolved
-0.0137th pctl
Special teams
Power playST RAPM · 3-season window
+0.3481st pctl
Penalty killST RAPM · season-resolved
+0.0028th pctl
Disciplinedrawn − taken
+1.3181st pctl
GAAgoals above average, this season
Offense impact -0.85 goals vs averageDefense impact -0.86 goals vs averageConversion · outside the PP +0.78 goals vs averagePower play +0.34 goals vs averageConversion · power play +0.52 goals vs averageDiscipline +1.31 goals vs average
+1.2363rd 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 Oliver Bjorkstrand, 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
13:35per game
Penalties takenminor penalties / 60
0.42per 60 · all situations
Penalties drawnminor penalties / 60
0.79per 60 · all situations
Zone startsOZS% · O-zone start share
55%offensive / (off + def)
Score stateTOI by game state
trail 30%tied 35%lead 35%
balanced
Competition (QoC)opponents' net xG-RAPM
-0.015xG/60
Teammates (QoT)teammates' net xG-RAPM
+0.023xG/60
On-the-flyshare of 5v5 TOI
67%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 26 / 33
Observed ◆ filtered xG on-ice for / against 32.8 / 31.9
Observed ◆ filtered Shots on-ice for / against 324 / 345
Observed ◆ filtered Attempts on-ice for / against 734 / 724
Observed ◆ filteredxGF% 50.7%
Modeled 🔒 season Conversion — all shooter stages +1.30 79th pctl
Modeled 🔒 season ↳ Conversion — 167 outside the PP 50th pctl
Modeled 🔒 season ↳ Conversion — 97 on the PP 87th pctl
Modeled 🔒 season ↳ Conversion — per-shot skill 93rd pctl
Modeled 🔒 season On-ice impact — RAPM · xGF impact -0.85 33rd pctl
Modeled 🔒 season On-ice impact — RAPM · xGA, flipped -0.86 31st pctl
Modeled 🔒 season Blocking — Blocking · season-resolved -0.01 37th pctl
Modeled 🔒 season ↳ Blocking — 801 attempts faced 33rd pctl
Modeled 🔒 season ↳ Blocking — per-shot suppression 15th pctl
Modeled 🔒 season Power play — ST RAPM · 3-season window +0.34 81st pctl
Modeled 🔒 season Penalty kill — ST RAPM · season-resolved +0.00 28th pctl
Modeled 🔒 season Discipline — drawn − taken +1.31 81st pctl
Modeled 🔒 season GAA +1.23 63rd pctl
ContextTime on ice — all situations · min per game 13:35 (35th pctl)
ContextPenalties taken — minor penalties / 60 0.42 (21st pctl)
ContextPenalties drawn — minor penalties / 60 0.79 (53rd pctl)
ContextZone starts — OZS% · O-zone start share 55% (70th pctl)
ContextScore state — TOI by game state trail 30%, tied 35%, lead 35%
ContextCompetition (QoC) — opponents' net xG-RAPM -0.015 (9th pctl)
ContextTeammates (QoT) — teammates' net xG-RAPM +0.023 (69th pctl)
ContextOn-the-fly — share of 5v5 TOI 67%

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.