MODEL LIVE // APR 17, 2026 SCANNING 18+ BOOKS
NHL · REG SEASON 14 GAMES TONIGHT 56 SIGNALS ACTIVE
NHL · NEURAL EDGE ENGINE

The model sees
every shift,
every shot attempt.

2.8M shifts tracked. Every NHL game, every line, every prop — scored against model probability in real time. Not trends. Not vibes. Pure expected value.

APPLY FOR ACCESS → SEE TONIGHT'S PICKS
// xG SHIFT MODELLIVE
+21.4u7D PNL
WIN RATE62.8%
TOP EDGE+156.3%
// PROPS SCANNER480
CONFIDENCE93.1%
NHL WIN RATE · YTD
62.8%
412W · 244L · 17 OTL
NHL P&L · YTD
+156.3u
+$15,632 @ $100/u
AVG EV EDGE
+36.9%
Over implied book probability
PROPS TRACKED
480
SOG · GOALS · AST · HITS · BLK · SVS
// LIVE SIGNALS →
// picks.today()

Tonight's NHL board,
ranked by edge.

MODEL LIVE LAST RUN · 00:07 AGO 14 GAMES
edge-terminal — nhl/picks.live $ streaming_
ALL14
MONEYLINE14
PUCK LINE14
TOTALS14
PROPS480
LIVE3
# MATCHUP PUCK MARKET ODDS PICK EV EDGE PROB EDGE %
// props.top()

Top player prop edges.

L15 HIT RATE SHOWN · 480 tracked
// model.architecture

Built for the ice.
Not retrofit from a basketball model.

Hockey is chaos. Shots come in bursts. Goalie variance swings totals by two goals. Special teams flip a game inside a shift. PP%, PK%, 5v5 xG, goalie Fenwick-save, back-to-backs, travel fatigue — every NHL-specific variable is encoded. The result: calibrated probabilities within 0.4% deviation across 12 seasons of outcomes.

[ 01 ] xG SHIFT ENGINE
Shift-by-shift calibration
The model is trained on 2.8M individual shifts over 12 seasons. Every shot attempt, every zone entry, every faceoff feeds the probability layer. Per-shift xG priors beat per-game goal regressions every time.
[ 02 ] LINE TRACKER
Forward-line adjustments
Morning skate reveals lines 4 hours before puck drop. The model re-prices every market against projected forward lines and D-pairs — factoring time-on-ice redistribution, quality-of-competition, and zone-start splits.
[ 03 ] GOALIE VARIANCE
Starter-aware totals
Most books use team GAA. We use starter-specific Fenwick-save% vs projected shot quality. On back-to-backs with a backup in net, totals books lag the market by 0.41 goals on average.
[ 04 ] PROP REGRESSION
480 props, re-priced in real-time
SOG · GOALS · AST · PTS · HITS · BLOCKS · SAVES — every prop line is compared against our TOI-weighted usage projection and opponent-adjusted shot suppression.
[ 05 ] LIVE ODDS SIGNALS
Cross-book movement alerts
When smart money hits a book, we see it first. 56 signals active right now. Average time-to-alert: 1.4 seconds across 18 books.
[ 06 ] IMMUTABLE AUDIT
Every pick, timestamped.
No retroactive edits. No deleted losses. Every NHL pick is logged before puck drop with full line, odds, and probability. Zero cappers can match this transparency.
nhl_pnl.log — bash
// last 15 nhl picks — @ $100/unit $ edge-terminal --sport=nhl --last=15 [W] COL @ VGK · ML -118 · +$84.75 [W] EDM @ CGY · OVER 6.5 · +$90.91 [W] MCDAVID SOG · OVER 4.5 · +$108.00 [L] BOS @ TOR · PL -1.5 +185 · -$100.00 [W] FLA @ TB · UNDER 6.5 · +$95.24 [W] DRAISAITL PTS · OVER 1.5 · +$95.24 [W] DAL @ WPG · ML -135 · +$74.07 [L] NYR @ NYI · ML +110 · -$100.00 [W] MACKINNON SOG · OVER 3.5 · +$112.00 [W] SHESTERKIN SVS · OVER 28.5 · +$93.46 [W] CAR @ WSH · ML -145 · +$68.97 [L] MATTHEWS GOALS · OVER 0.5 · -$100.00 [W] VAN @ SEA · UNDER 6 · +$95.24 [W] LAK @ SJS · PL -1.5 +140 · +$140.00 [W] PASTRNAK PTS · OVER 1.5 · +$86.96 ───────────────────────────────────────── RECORD: 12W - 3L WIN%: 80.0% NET P&L: +$944.84 UNITS: +9.45u ROI: +63.0% CLV: +2.4% ─────────────────────────────────────────
// coverage.nhl()

Every game.
Every market.
Every prop.

Full NHL coverage — all 32 teams, every game of the regular season and Stanley Cup playoffs. Every major market priced against our model in real time, every 60 seconds.

MARKETS COVERED
MONEYLINE PUCK LINE TOTAL 3-WAY PERIOD TEAM TOTAL BTS · BTNTS LIVE IN-GAME CROSS-BOOK
PLAYER PROPS
SHOTS ON GOAL GOALS ASSISTS POINTS HITS BLOCKED SHOTS PIM GOALIE SAVES FACEOFFS ANYTIME SCORER FIRST GOAL
// compare.execute()

Edge Terminal vs.
your favorite NHL capper.

NHL is variance-heavy — goalie hot streaks swing totals, a single PP goal flips a game, back-to-backs hide in plain sight. If you're not faster than the book, you're paying the vig. Most NHL cappers lose money long-term. We don't.

EDGE TERMINAL / NHL
Model trained on 2.8M shifts · 12 NHL seasons
Re-prices every line in 1.4 seconds across 18 books
Verified 62.8% NHL win rate · every pick timestamped
Flat 1.0u sizing — no "LOCK OF THE NIGHT" nonsense
Goalie confirmation triggers automatic re-pricing
480 player props scanned every refresh
Positive CLV: +2.4% · beats the closing line consistently
Pure expected value. Emotionless. Published losses.
VS
NHL "CAPPER"
"Trust me, the Leafs are due"
Posts the line 30 min after it moves
"71% all-time" — but Discord reset last month
"10-UNIT LOCK" three times a week
Hasn't heard the backup is starting
Covers moneyline only, puck line is "risky"
Almost always taking the stale number
Emotional. Biased. Long-term losing.
// access.apply()

Stop guessing.
Start computing.

NHL access is invite-only. We cap membership to protect line value for existing users. Apply now — if you qualify, we'll send you tonight's board inside 24 hours.

APPLY FOR ACCESS →
SEE TONIGHT'S BOARD
62.8%
NHL WIN RATE · YTD
+156.3u
YTD PROFIT @ $100/u
TOP 0.04%
OF ALL NHL BETTORS