Premium beta · NHL-only model

Goalie Intel

Compare the value of a possible start, its probability and the role behind season value.

Experimental model estimates · not yet backtested or probability-calibrated. Start probabilities, simulated fantasy outcomes and rankings are estimates. FHI forecasts, not confirmed starts. Underlying goalie data: MoneyPuck.com where available; labelled NHL-based fallbacks otherwise.
Scoring rules

Wins +3 · Saves +0.2 · Goals Against -1 · Shutouts +3 · points. Category leagues are not modelled.

Calculated

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Jacob Fowler
Fantasy Hub · Goalie Intelligence

Jacob Fowler

MTL · G · #32 · Age 21

5 observed starts · QS 2/5

Availability unverified
Expected FP / team game1.92
FP / start4.14
Projected start share46%
Model trend→ Stable -0.01
Analysis

Process vs Deployment

0–100 · G percentile · sample-adjusted
Limited sample

The quality-start process and Deployment profile is still sample-sensitive.

Process42
Deployment56
Quality startsAverage · limited sample 46% adjusted QS · 2/5 observed
42
Shots againstHigh-end · limited sample 27.3 shots/start · schedule forecast
82
Win probabilityAbove average · limited sample 55% team win chance · schedule forecast
65
DeploymentAverage · limited sample 46% projected start share
56

Cohort: 79 goalies; each metric ranks available evidence. Profile scores are distinct from match probabilities. Process uses observed QS consistency, shrunk toward the league with 20 prior starts. Higher Shots against means more save volume and exposure.

Conditional P/start -0.03 Compared with stored forecast 2026-10-25 03:23:30.

Trend compares the same 74 future team games: 1.93 → 1.92 xP/G. Actual points are excluded.

MoneyPuck GSAx · 2 season(s), weighted + 1200-minute neutral prior · model SV% 0.897 · 5 observed starts · High · limited sample / role / availability evidence

Observed points 25.2 · remaining forecast 142.2 over 74 known future team games · season total 167.4. Full remaining schedule. Actual P/start 5.04 excludes relief appearances.

Next modelled opportunity

Start chance47%
Shots against26.9
Team win chance56%
Quality start chance53%

Shots, team win and quality-start chances apply if starting. Model estimates.

Oct 25, 2026 vs WPG · FP if starting 4.11 · model start probability 47% · expected contribution 1.91

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Match value: Building referenceThe 0–10 percentile is hidden until at least 7 reference days and 100 forecasts are stored.

  • Opponent WPG · shot/opponent environment model
  • Expected saves 24.11 · GA 2.78
  • Team win chance 56% · model, not odds
  • 2 calendar day(s) since observed appearance
  • Start share informed by observed season and recent starts
  • Model SV% 0.897 · 5 observed starts · season start share 47%
  • MoneyPuck GSAx · 2 season(s), weighted + 1200-minute neutral prior

Observed NHL match history

Date / opponentAppearanceSaves / SAGASV%Quality startTOIW / SOActual profile points
2026-10-23 · MTL vs CHIObserved start20 / 2110.952Yes59:551 / 06.00
2026-10-17 · MTL vs BUFObserved start23 / 2630.885No60:541 / 04.60
2026-10-13 · MTL vs BUFObserved start13 / 1630.813No65:001 / 02.60
2026-10-10 · MTL vs DETObserved start30 / 3001.000Yes64:461 / 112.00
2026-10-08 · MTL vs NSHObserved start15 / 1830.833No58:530 / 00.00
Method, calibration and sources

Smoothed percentile of conditional P/start against prior 28 days of forecast references; initial cohort bootstrap when history is missing. Reference: 1721 values. Building reference: numerical 0–10 values are hidden until 7 reference days and 100 forecasts are available. The 0–10 value is conditional on starting and is not comparable across scoring profiles, seasons or model versions.

NHL observations fetched 2026-10-25 17:24:58 · schedule snapshot 2026-10-25 17:20:35. No personal Fantrax scoring integration or confirmed-starter feed is connected.

A quality start is an observed start with SV% strictly above .900. Exactly .900 does not qualify. Relief and zero-shot observations are excluded from observed QS%. Match QS chance uses the same simulated shot/goal outcomes as win and fantasy forecasts.

Expected contribution = model start probability × simulated conditional profile points. Saves, goals against, team scoring, wins and shutouts share each simulated scoreline. Scoring weights apply to every draw. Shown intervals are 10th–90th percentile simulation outcomes, not calibrated confidence guarantees. Start-probability ranges are heuristic uncertainty bands.

Season remaining xP sums game-level contributions. xP/G divides by the same future team-game count. Full season total adds already earned points only when the full remaining schedule is available. Missing future games are not silently filled with neutral opponents. Relief appearances count in observed points, not actual P/start.

Start share blends smoothed current-team season starts (65%) and recent ten-team-game starts (35%). Observed rest, availability and forecast back-to-back rotation adjust probabilities separately from conditional match value. Single-goalie rosters leave 15% unallocated. Current availability is an assumption for future role, not a recovery-date forecast.

When available, MoneyPuck GSAx blends the current and two preceding seasons (weights 1 / 0.65 / 0.35) with 1200 neutral prior minutes. Team xGA feeds the goal environment. Missing GSAx uses labelled NHL save-performance/league priors, with optional fresh Edge. Team rates use 15 prior games. Missing reports never establish medical clearance; previous-day team schedule and a goalie's own observed usage remain separate.

Trend uses the intersection of future game IDs in two immutable snapshots with the same season, model and scoring weights. The displayed comparable period and delta exclude actual points and games that have already elapsed. The stable threshold is max(0.05 points, 3% of prior comparable xP/G, twice the aggregate Monte Carlo sampling error). This beta threshold is not empirically calibrated yet.

Observed inputs: canonical NHL roster, NHL Stats game reports, NHL season schedules/Live, availability records, optional Edge and attributed MoneyPuck CSV data. Model outputs: start probability, outcome bands, conditional points, win support, contribution and season projection. No confirmed starters, bookmaker odds or personal Fantrax integration.