Data Viewer: edge-scanner-soccer-fh

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id scan type detected at game id team code Kalshi Line rung yes exec price no exec price spread cents PIN Anchor PIN Yes Prob PIN No Prob PIN Yes Edge PIN No Edge PIN Best Side confidence executable actual outcome settled at sub market is tie

Edge Scanner Summary

YES Pinnacle Calibration (by Time Window)

Bucket8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
All SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll Settled ΔWith Edge Δ
SettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROIEarly W%Close W%W% ΔEarly W%Close W%W% ΔEdge ΔPnL ΔROI Δ
95-100%
90-95%
85-90%
80-85%
75-80%
70-75%
65-70%
60-65%
55-60%
50-55%
45-50%
40-45%
35-40%
30-35%
25-30%
20-25%
15-20%
10-15%
5-10%
0-5%

NO Pinnacle Calibration (by Time Window)

Bucket8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
All SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll Settled ΔWith Edge Δ
SettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROIEarly W%Close W%W% ΔEarly W%Close W%W% ΔEdge ΔPnL ΔROI Δ
95-100%
90-95%
85-90%
80-85%
75-80%
70-75%
65-70%
60-65%
55-60%
50-55%
45-50%
40-45%
35-40%
30-35%
25-30%
20-25%
15-20%
10-15%
5-10%
0-5%

YES Our Model Calibration (by Time Window)

Bucket8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
All SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll Settled ΔWith Edge Δ
SettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROIEarly W%Close W%W% ΔEarly W%Close W%W% ΔEdge ΔPnL ΔROI Δ
95-100%
90-95%
85-90%
80-85%
75-80%
70-75%
65-70%
60-65%
55-60%
50-55%
45-50%
40-45%
35-40%
30-35%
25-30%
20-25%
15-20%
10-15%
5-10%
0-5%

NO Our Model Calibration (by Time Window)

Bucket8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
All SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll SettledWith EdgeAll Settled ΔWith Edge Δ
SettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROISettledWin %CalibrationSettledWin %ConfidenceAvg EdgePnL/BetROIEarly W%Close W%W% ΔEarly W%Close W%W% ΔEdge ΔPnL ΔROI Δ
95-100%
90-95%
85-90%
80-85%
75-80%
70-75%
65-70%
60-65%
55-60%
50-55%
45-50%
40-45%
35-40%
30-35%
25-30%
20-25%
15-20%
10-15%
5-10%
0-5%

Win Rate by Edge Size (by Time Window)

Edge8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
SettledWinsWin %ConfidenceBook DepthPnL/BetROISettledWinsWin %ConfidenceBook DepthPnL/BetROISettledWinsWin %ConfidenceBook DepthPnL/BetROISettledWinsWin %ConfidenceBook DepthPnL/BetROISettledWinsWin %ConfidenceBook DepthPnL/BetROIEarly W%Close W%W% ΔPnL ΔROI Δ
0-2%
2-4%
4-6%
6-8%
8-10%
10-12%
12-15%
15-20%
20%+

YES vs NO Performance (by Time Window)

Side8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
SettledWinsWin %PnL/BetROISettledWinsWin %PnL/BetROISettledWinsWin %PnL/BetROISettledWinsWin %PnL/BetROISettledWinsWin %PnL/BetROISettledWinsWin %PnL/BetROI
YES (Buy Yes)
NO (Buy No)

Confidence Breakdown (3-Signal Test)

Signals: Spread<5c + Trade<15min + 2+ Books Agree. High=3/3, Medium=2/3, Low=0-1/3

Confidence8AM Scan10AM Scan2PM ScanPre-GameClosingEarly vs Close
CountSettledWin %PnL/BetROICountSettledWin %PnL/BetROICountSettledWin %PnL/BetROICountSettledWin %PnL/BetROICountSettledWin %PnL/BetROIEarly W%Close W%W% ΔPnL ΔROI Δ
HIGH
MEDIUM
LOW

Dynamic Model Weights — Which De-Vig Methods Win?

Rolling performance per de-vig method. Weight = blend of win rate + ROI (1.0 = average, >1.5 = strong, <0.5 = weak).

MethodSportMarketWindowNWin %ROIAvg EdgeWeight
shinsoccerml14d2060.0%46.2%8.8c1.33
shinsoccerbtts60d21765.4%25.2%6.5c1.28
shinsoccerbtts90d21765.4%25.2%6.5c1.28
shinsoccertotal30d48555.5%15.2%3.1c1.13
shinsoccertotal60d91254.1%8.6%2.5c1.08
shinsoccertotal90d91254.1%8.6%2.5c1.08
shinsoccerml30d33651.5%2.7%5.8c1.03
shinsoccerbtts30d11651.7%1.9%7.6c1.03
shinsoccertotal14d3450.0%-3.2%3.3c0.98
shinsoccerml60d63648.6%-1.6%5.8c0.98
shinsoccerml90d63648.6%-1.6%5.8c0.98
shinsoccerbtts14d850.0%-13.2%6.7c0.93
shinsoccerspread30d19344.0%-21.0%10.0c0.84
shinsoccerspread60d34338.8%-19.8%11.1c0.79
shinsoccerspread90d34338.8%-19.8%11.1c0.79
shinsoccerspread14d1625.0%-62.6%10.1c0.44

Meta-Labels — Single Features

Win rate by individual signal. Shows which features predict wins on their own.

FeatureSample SizeWinsWin %Avg PnL/BetAvg Edge
mkt: btts21714265.4%12.7c6.5c
Small edge (2-4%)119869457.9%5.1c-0.4c
Medium edge (4-8%)27615556.2%3.6c5.9c
scan: ml-fix834554.2%1.0c2.6c
Totals (over/under) market91249354.1%4.1c2.5c
scan: sigma-test844553.6%1.2c3.4c
scan: sp-test2854552.9%0.9c3.1c
10 AM scan28014752.5%2.4c5.7c
No steam move1988102551.6%1.7c5.2c
Confidence not scored yet49425451.4%0.4c3.7c
scan: 12pm1377051.1%2.3c6.2c
scan: manual1437351.0%3.0c4.8c
Low confidence (0-1 signals)161482351.0%1.6c5.8c
Pre-game scan26913750.9%0.6c5.3c
8 AM scan30515450.5%0.9c5.9c
2 PM scan33817050.3%0.6c5.9c
scan: 6am29314750.2%2.7c6.2c
scan: sp-test874349.4%-2.0c3.3c
Moneyline market63630948.6%-0.8c5.8c
Steam move detected (sharp money)1205243.3%-5.2c6.8c
Spread market34313338.8%-9.4c11.1c
Extra-large edge (15%+)34213138.3%-4.8c20.0c
Large edge (8-15%)2929733.2%-9.1c11.2c

Meta-Labels — Feature Combos

Win rate by 2-feature combinations. The best combos tell you when to bet bigger.

FeatureSample SizeWinsWin %Avg PnL/BetAvg Edge
scan: manual + Medium edge (4-8%)141178.6%28.7c6.1c
Confidence not scored yet + mkt: btts574477.2%20.2c3.0c
Moneyline market + Medium edge (4-8%)1309270.8%15.4c6.0c
mkt: btts + Extra-large edge (15%+)392769.2%17.4c20.8c
mkt: btts + Small edge (2-4%)976668.0%15.6c-0.8c
mkt: btts + Medium edge (4-8%)422866.7%10.9c6.1c
scan: 12pm + Small edge (2-4%)714563.4%13.8c0.4c
Confidence not scored yet + Medium edge (4-8%)483062.5%8.2c6.0c
scan: ml-fix + Medium edge (4-8%)8562.5%6.1c5.9c
scan: sp-test + Medium edge (4-8%)8562.5%6.1c5.9c
scan: sp-test2 + Medium edge (4-8%)8562.5%6.1c5.9c
10 AM scan + Medium edge (4-8%)342161.8%6.1c6.0c
Low confidence (0-1 signals) + mkt: btts1609861.3%10.1c7.7c
Spread market + Small edge (2-4%)925660.9%-0.7c-1.5c
Totals (over/under) market + Small edge (2-4%)70442560.4%7.4c-0.2c
scan: 6am + Small edge (2-4%)1589560.1%8.9c-0.1c
8 AM scan + Small edge (2-4%)16710059.9%5.8c-0.2c
10 AM scan + Small edge (2-4%)1579459.9%6.5c-0.2c
Low confidence (0-1 signals) + Small edge (2-4%)87951758.8%6.5c-0.0c
scan: manual + Small edge (2-4%)844958.3%6.0c-1.1c
scan: sigma-test + Small edge (2-4%)553258.2%2.8c-1.8c
Spread market + Medium edge (4-8%)311858.1%-4.9c5.6c
Pre-game scan + Medium edge (4-8%)442556.8%3.9c5.8c
Pre-game scan + Small edge (2-4%)1478356.5%3.4c-0.1c
2 PM scan + Medium edge (4-8%)482756.3%3.0c6.0c
2 PM scan + Small edge (2-4%)18210256.0%4.4c0.1c
Confidence not scored yet + Small edge (2-4%)31917755.5%1.4c-1.5c
scan: ml-fix + Small edge (2-4%)583255.2%0.1c-1.9c
scan: sp-test2 + Small edge (2-4%)583255.2%0.6c-1.6c
Low confidence (0-1 signals) + Medium edge (4-8%)22812554.8%2.6c5.9c
Confidence not scored yet + Totals (over/under) market21411754.7%0.4c0.4c
Low confidence (0-1 signals) + Totals (over/under) market69837653.9%5.3c3.2c
mkt: btts + Large edge (8-15%)392153.8%2.9c10.8c
scan: 6am + Medium edge (4-8%)382052.6%4.1c5.8c
Confidence not scored yet + No steam move47825052.3%1.1c3.6c
Low confidence (0-1 signals) + No steam move151077551.3%1.9c5.7c
8 AM scan + Medium edge (4-8%)452351.1%0.3c6.1c
scan: sp-test + Small edge (2-4%)593050.8%-2.5c-1.4c
Totals (over/under) market + Extra-large edge (15%+)663350.0%8.5c19.3c
scan: ml-fix + Large edge (8-15%)8450.0%3.9c11.6c
scan: sigma-test + Medium edge (4-8%)8450.0%-9.0c6.3c
Low confidence (0-1 signals) + Moneyline market47423649.8%-0.1c5.9c
Moneyline market + Small edge (2-4%)30514748.2%-1.7c-0.4c
Low confidence (0-1 signals) + Steam move detected (sharp money)1044846.2%-2.7c6.9c
scan: sigma-test + Extra-large edge (15%+)11545.5%3.6c20.2c
Confidence not scored yet + Moneyline market1627345.1%-2.7c5.6c
scan: ml-fix + Extra-large edge (15%+)9444.4%0.2c20.8c
scan: sp-test2 + Large edge (8-15%)9444.4%1.2c11.7c
scan: 12pm + Medium edge (4-8%)21942.9%-8.5c5.7c
scan: manual + Extra-large edge (15%+)241041.7%-0.6c19.1c
Confidence not scored yet + Extra-large edge (15%+)672740.3%-1.8c20.0c
Low confidence (0-1 signals) + Spread market28211340.1%-9.3c11.1c
10 AM scan + Extra-large edge (15%+)502040.0%-4.4c19.8c
scan: 12pm + Extra-large edge (15%+)251040.0%-2.7c19.3c
Closing scan (1 min before game) + Small edge (2-4%)5240.0%-11.5c-2.4c
scan: sigma-test + Large edge (8-15%)10440.0%-2.4c11.4c
scan: sp-test + Large edge (8-15%)10440.0%-5.0c11.6c
scan: sp-test + Extra-large edge (15%+)10440.0%-3.0c20.5c
scan: sp-test2 + Extra-large edge (15%+)10440.0%-1.6c20.4c
Moneyline market + Large edge (8-15%)1034139.8%-6.1c11.0c
Pre-game scan + Extra-large edge (15%+)381539.5%-3.5c19.5c
2 PM scan + Large edge (8-15%)512039.2%-7.9c11.0c
Low confidence (0-1 signals) + Extra-large edge (15%+)27510437.8%-5.5c20.0c
scan: 6am + Extra-large edge (15%+)542037.0%-6.5c20.5c
2 PM scan + Extra-large edge (15%+)572136.8%-5.8c19.8c
Pre-game scan + Large edge (8-15%)401435.0%-9.7c11.0c
Confidence not scored yet + Large edge (8-15%)602033.3%-8.5c11.5c
8 AM scan + Large edge (8-15%)391333.3%-4.5c11.4c
8 AM scan + Extra-large edge (15%+)541833.3%-9.5c20.4c
Low confidence (0-1 signals) + Large edge (8-15%)2327733.2%-9.2c11.1c
Confidence not scored yet + Spread market612032.8%-9.6c10.9c
10 AM scan + Large edge (8-15%)391230.8%-8.5c10.9c
Spread market + Extra-large edge (15%+)1394230.2%-10.8c20.3c
scan: 12pm + Large edge (8-15%)20630.0%-21.0c10.9c
Moneyline market + Extra-large edge (15%+)982929.6%-14.0c19.6c
Closing scan (1 min before game) + Large edge (8-15%)7228.6%-6.2c11.7c
scan: 6am + Large edge (8-15%)431227.9%-10.0c11.3c

Alpha Decay — Is the Edge Fading? (Last 16 Weeks)

Weekly ROI per strategy. Declining ROI = strategy crowding out. Each row is one ISO week.

StrategyWeekNWin %ROIAvg Edge
shin::btts2026-W18450.0%-9.0%8.0c
2026-W17450.0%-17.0%5.4c
2026-W166847.1%-2.4%7.5c
2026-W154060.0%11.6%8.1c
2026-W145580.0%59.1%8.7c
2026-W134682.6%41.5%1.1c
shin::ml2026-W181442.9%27.5%8.2c
2026-W171866.7%22.8%8.6c
2026-W1618148.6%-4.7%6.2c
2026-W1512354.5%8.8%4.6c
2026-W1416645.8%-6.2%6.4c
2026-W1313444.8%-7.3%5.1c
shin::spread2026-W181625.0%-62.6%10.1c
2026-W171266.7%21.8%4.5c
2026-W168237.8%-18.1%10.2c
2026-W158350.6%-19.8%10.7c
2026-W1410932.1%-12.4%12.7c
2026-W134131.7%-29.0%11.7c
shin::total2026-W182857.1%10.2%3.4c
2026-W172240.9%7.8%4.5c
2026-W1626657.1%16.7%2.7c
2026-W1516954.4%14.6%3.6c
2026-W1425051.2%3.7%2.3c
2026-W1316956.8%1.7%0.7c
2026-W1280.0%-100.0%12.2c

Odds-as-Features — Which Numbers Predict Wins?

Point-biserial correlation between each edge feature and win/loss. Higher |r| = more predictive. Positive r = higher value → more wins.

#FeatureNMean (Win)Mean (Loss)Correlation|r|
1Execution Price21270.56000.39890.34240.3424
2Net Edge21270.04000.0673-0.16680.1668
3Net Edge (No)2127-0.0375-0.08210.15500.1550
4Net Edge (Yes)2127-0.03820.0026-0.15470.1547
5Exec Price (Yes)21270.43810.39540.09890.0989
6Exec Price (No)21270.60740.6452-0.08600.0860
7Steam Magnitude21270.01230.0177-0.04470.0447
8Steam Detected21270.04810.0688-0.04420.0442
9Pinnacle Move8980.02080.0305-0.04410.0441
10Spread (cents)21234.55044.05090.03200.0320
11Model Prob (No)21270.58270.57510.01700.0170
12Model Prob (Yes)21270.41260.4127-0.00040.0004
13Trade Volume16330.00000.00000.00000.0000
14Taker % (Yes)16330.00000.00000.00000.0000
15Soft Book Consensus16330.00000.00000.00000.0000
16Is Longshot21270.00000.00000.00000.0000

Fill Quality Monitoring — Are We Getting Profiled?

Tracks execution quality over time. Rising slippage or widening spreads may indicate account profiling by market makers.

PeriodSportMarketNAvg SpreadAvg SlippageFill RateAvg EdgeTaker %
2026-W18soccertotal284.818.63%100%3.36%0.0%
2026-W18soccerspread164.347.28%100%10.10%0.0%
2026-W18soccerml141.014.79%100%8.22%0.0%
2026-W18soccerbtts41.30.63%100%7.98%0.0%
2026-W17soccertotal245.115.31%100%3.20%0.0%
2026-W17soccerspread127.833.25%100%4.52%0.0%
2026-W17soccerml181.019.39%100%8.58%0.0%
2026-W17soccerbtts41.50.75%100%5.42%0.0%
2026-W16soccertotal2673.322.63%100%2.60%0.0%
2026-W16soccerspread8911.928.78%100%8.87%0.0%
2026-W16soccerml1811.525.76%100%6.16%0.0%
2026-W16soccerbtts685.810.22%100%7.48%0.0%
2026-W15soccertotal1691.923.60%100%3.55%0.0%
2026-W15soccerspread855.940.45%100%10.00%0.0%
2026-W15soccerml1231.325.37%100%4.63%0.0%
2026-W15soccerbtts409.05.36%100%8.09%0.0%
2026-W14soccertotal2544.424.10%100%2.08%0.0%
2026-W14soccerspread1279.921.91%100%10.42%0.0%
2026-W14soccerml1661.321.77%100%6.35%0.0%
2026-W14soccerbtts555.813.71%100%8.70%0.0%
2026-W13soccertotal1706.327.07%100%0.85%0.0%
2026-W13soccerspread5919.036.64%100%6.60%0.0%
2026-W13soccerml1342.217.53%100%5.11%0.0%
2026-W13soccerbtts4615.112.04%100%1.06%0.0%
2026-W12soccertotal85.323.50%50%12.25%0.0%
2026-W12soccerspread97.33.56%67%10.85%0.0%
2026-W12soccerml155.05.80%67%-0.57%0.0%

Granger Causality — Does X Predict Y?

Tests if lagged values of one series help predict another. Significant (p<0.05) means X Granger-causes Y — useful for timing entries.

X (Cause)Y (Effect)LagF-Statp-valueDirectionSignificant?N
edge_net_edgeoutcome149.481<0.001negativeYES38843
edge_spread_centsoutcome138.507<0.001positiveYES38843
edge_steam_magnitudeoutcome13.0300.0818positiveno38843