xJawn NHL expected goals

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Philipp Kurashev

C · San Jose Sharks · career →

43 GP · 541 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 Philipp Kurashev 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 Philipp Kurashev 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 pctl25 25th pctl
Shotson-ice
210 16th pctl251 20th pctl
Attemptson-ice
457 17th pctl534 18th pctl
xGon-ice
20.4 19th pctl22.8 20th pctl
xGF%share of on-ice xG
47.2%29th 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. goals/60 vs cohort average · bar grows from average
Shootingfinishing · goals/60
-0.0139th pctl
↳ attempts
96038th pctl
↳ shooting talent
-0.0243rd pctl
own attempts × per-shot logit
OffenseRAPM · team xGF/60 impact
-0.0832nd pctl
DefenseRAPM · team xGA/60 impact (sign-flipped)
+0.1487th pctl
GAA/60goals above average / 60 · comprehensive
Shooting -0.01 goals/60Offense -0.08 goals/60Defense +0.14 goals/60
+0.0557th pctl
the three rows above, stacked — shooting + offense + defense
−0.46average+0.46

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. The per-shot rating is quality only: it says nothing about how many attempts a player generates or faces, which is what the attempts sub-row is for.

Usage & context

descriptive · not modeled
The job the coach handed Philipp Kurashev, 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
15:26per game
Penalties takenminor penalties / 60
0.72per 60 · all situations
Penalties drawnminor penalties / 60
0.72per 60 · all situations
Zone startsOZS% · O-zone start share
35%offensive / (off + def)
Score stateTOI by game state
trail 35%tied 38%lead 27%
often tied
Competition (QoC)opponents' net xG-RAPM
+0.019xG/60
Teammates (QoT)teammates' net xG-RAPM
-0.055xG/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 26 / 25
Observed ◆ filtered xG on-ice for / against 20.4 / 22.8
Observed ◆ filtered Shots on-ice for / against 210 / 251
Observed ◆ filtered Attempts on-ice for / against 457 / 534
Observed ◆ filteredxGF% 47.2%
Modeled 🔒 season Shooting — finishing · goals/60 -0.01 39th pctl
Modeled 🔒 season ↳ attempts (own attempts) 960 38th pctl
Modeled 🔒 season ↳ shooting talent (per-shot logit) -0.02 43rd pctl
Modeled 🔒 season Offense — RAPM · team xGF/60 impact -0.08 32nd pctl
Modeled 🔒 season Defense — RAPM · team xGA/60 impact (sign-flipped) +0.14 87th pctl
Modeled 🔒 seasonGAA/60 +0.05 57th pctl
ContextTime on ice — all situations · min per game 15:26 (54th pctl)
ContextPenalties taken — minor penalties / 60 0.72 (56th pctl)
ContextPenalties drawn — minor penalties / 60 0.72 (43rd pctl)
ContextZone starts — OZS% · O-zone start share 35% (12th pctl)
ContextScore state — TOI by game state trail 35%, tied 38%, lead 27%
ContextCompetition (QoC) — opponents' net xG-RAPM +0.019 (86th pctl)
ContextTeammates (QoT) — teammates' net xG-RAPM -0.055 (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__c5b9b663 on flat__joint_structure_xg__4f64c88b (the joint-xg structural baseline), with ratings from joint__baseline_xg__42ccb89b (as of 2026-06-14) — separate surfaces from the box-score xG model badged in the footer.