MODEL LIVE // APR 17, 2026 SCANNING 18+ BOOKS
F1 · GRAND PRIX WEEKEND 180 MARKETS OPEN 22 SIGNALS ACTIVE
F1 · NEURAL EDGE ENGINE

The model sees
every sector,
every pit window.

1.2M sector splits modeled. Every race, every qualifying lap, every head-to-head — priced against model probability in real time. Not driver rankings. Not vibes. Pure expected value.

APPLY FOR ACCESS → SEE THIS WEEKEND'S BOARD
// SECTOR MODELLIVE
+14.8u3R PNL
WIN RATE63.4%
TOP EDGE+147.3%
// MARKETS SCANNED180
CONFIDENCE93.6%
F1 WIN RATE · YTD
63.4%
96W · 55L
F1 P&L · YTD
+92.7u
+$9,270 @ $100/u
AVG EV EDGE
+41.2%
Over implied book probability
MARKETS TRACKED
180
WIN · PODIUM · H2H · FL · POLE · PTS
// LIVE SIGNALS →
// picks.weekend()

This weekend's F1 board,
ranked by edge.

MODEL LIVE LAST RUN · 00:07 AGO 180 MARKETS
edge-terminal — f1/picks.live $ streaming_
ALL18
WIN10
PODIUM14
H2H10
FASTEST LAP8
POLE6
LIVE2
# SESSION WHEN MARKET ODDS PICK EV EDGE PROB EDGE %
// props.top()

Top player prop edges.

L15 HIT RATE SHOWN · 180 tracked
// model.architecture

Built for the grid.
Not retrofit from a stick-and-ball model.

F1 is 22 drivers, 10 teams, 24 circuits and the tightest closing lines in sports. Tyre degradation swings a race. DRS zones bias overtakes. Weather rewrites the grid in a single Q3. Driver rotation, car upgrades, circuit-specific aero — every F1-specific variable is encoded. The result: calibrated probabilities within 0.5% deviation across 8 seasons.

[ 01 ] SECTOR ENGINE
Per-sector lap calibration
The model is trained on 1.2M sector splits over 8 seasons and 180+ circuits. Every tyre compound, every stint length, every GPS trace feeds the probability layer. Per-sector priors beat full-lap averages every time.
[ 02 ] CIRCUIT CHARACTER
Track-specific adjustments
Monaco rewards qualifying. Monza rewards straight-line speed. Spa rewards wet-weather pace. The model re-prices every market against circuit DNA vectors — factoring tyre stress, overtake difficulty, and elevation change.
[ 03 ] STRATEGY PRIORS
Pit-window & compound modelling
Most books price win markets off pure driver form. We price expected pit windows × compound life × safety-car probability. On high-SC circuits, win markets lag our model by 4.8% on average.
[ 04 ] H2H REGRESSION
180 markets, re-priced in real-time
WIN · PODIUM · PTS · FASTEST LAP · POLE · H2H · MARGIN — every line is compared against our circuit-weighted driver projection and intra-team matchup history.
[ 05 ] LIVE ODDS SIGNALS
Cross-book movement alerts
When smart money hits a book, we see it first. 22 signals active right now. Average time-to-alert: 1.4 seconds across 18 books — including the sharper European exchanges.
[ 06 ] IMMUTABLE AUDIT
Every pick, timestamped.
No retroactive edits. No deleted losses. Every F1 pick is logged before lights-out with full line, odds, and probability. Zero cappers can match this transparency.
f1_pnl.log — bash
// last 15 F1 picks — @ $100/unit $ edge-terminal --sport=f1 --last=15 [W] Verstappen WIN · -175 · +$57.14 [W] Norris PODIUM · +140 · +$140.00 [W] Leclerc FASTEST LAP · +320 · +$320.00 [L] Piastri POLE · +450 · -$100.00 [W] Hamilton PTS · -135 · +$74.07 [W] RUS vs Antonelli · H2H RUS -125 · +$80.00 [W] Sainz PTS · +115 · +$115.00 [L] Alonso Q3 · +210 · -$100.00 [W] Verstappen FASTEST LAP · +220 · +$220.00 [W] Ferrari CONSTR PODIUM · -110 · +$90.91 [W] Norris vs Piastri · H2H NOR -120 · +$83.33 [L] Tsunoda PTS · +195 · -$100.00 [W] Leclerc PODIUM · +105 · +$105.00 [W] Hülkenberg Q2 · +135 · +$135.00 [W] Verstappen WINNING MARGIN · 5s+ +180 · +$180.00 ───────────────────────────────────────── RECORD: 12W - 3L WIN%: 80.0% NET P&L: +$1,500.45 UNITS: +15.00u ROI: +100.0% CLV: +3.1% ─────────────────────────────────────────
// coverage.f1()

Every race.
Every session.
Every market.

Full Formula 1 coverage — all 24 Grand Prix weekends, every Sprint, every qualifying session. Every major race and driver market priced against our model in real time, every 60 seconds. F2 and F3 available on request.

RACE MARKETS
RACE WINNER PODIUM POINTS FINISH TOP 6 FASTEST LAP WINNING MARGIN SAFETY CAR Y/N CONSTRUCTOR WINNER LIVE IN-RACE
QUALIFYING & H2H
POLE POSITION Q3 APPEARANCE TOP QUALIFIER (TEAM) DRIVER H2H · RACE DRIVER H2H · QUALI TEAMMATE DUEL FIRST RETIREMENT GRID POSITION
// compare.execute()

Edge Terminal vs.
your favorite F1 tipster.

F1 markets are soft on Tuesday and razor-sharp by Sunday morning. The money that moves win markets has been studying telemetry all week. Pole-position lines move on FP2 long-run pace. If you're not faster than the book, you're paying the vig. Most F1 tipsters lose money long-term. We don't.

EDGE TERMINAL / F1
Model trained on 1.2M sector splits · 8 F1 seasons
Re-prices every line in 1.4 seconds across 18 books
Verified 63.4% F1 win rate · every pick timestamped
Flat 1.0u sizing — no "LOCK OF THE WEEKEND" nonsense
Practice data triggers automatic re-pricing
180 markets scanned every refresh
Positive CLV: +3.1% · beats the closing line consistently
Pure expected value. Emotionless. Published losses.
VS
F1 "TIPSTER"
"Trust me, Max can't lose at Silverstone"
Posts the tip after FP3 is already in the books
"78% all-time" — but Discord reset after Monaco
"10-UNIT LOCK" every race weekend
Hasn't checked the grid penalty
Covers race winner only, H2H is "too random"
Almost always taking the stale number
Emotional. Biased. Long-term losing.
// access.apply()

Stop guessing.
Start computing.

F1 access is invite-only. We cap membership to protect line value for existing users. Apply now — if you qualify, we'll send you this weekend's full race board inside 24 hours.

APPLY FOR ACCESS →
SEE THIS WEEKEND'S BOARD
63.4%
F1 WIN RATE · YTD
+92.7u
YTD PROFIT @ $100/u
TOP 0.02%
OF ALL F1 BETTORS