Data Viewer: edge-scanner-ncaab-ml

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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 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
shinncaabtotal60d54869.2%-1.0%3.9c1.19
shinncaabtotal90d54869.2%-1.0%3.9c1.19
shinncaabml14d2653.8%3.6%3.6c1.06
shinncaabml30d2653.8%3.6%3.6c1.06
shinncaabml60d2653.8%3.6%3.6c1.06
shinncaabml90d2653.8%3.6%3.6c1.06
shinncaabtotal14d17262.2%-13.7%4.2c1.05
shinncaabtotal30d17262.2%-13.7%4.2c1.05
shinncaabspread30d1637.5%-20.3%0.7c0.77
shinncaabspread14d11227.7%-18.9%-0.2c0.68
shinncaabspread60d11227.7%-18.9%-0.2c0.68
shinncaabspread90d11227.7%-18.9%-0.2c0.68

Meta-Labels — Single Features

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

FeatureSample SizeWinsWin %Avg PnL/BetAvg Edge
Large edge (8-15%)695376.8%7.8c10.1c
Extra-large edge (15%+)503876.0%16.7c19.9c
Closing scan (1 min before game)17813073.0%5.2c4.3c
Pre-game scan17212572.7%4.7c4.7c
Medium edge (4-8%)15811069.6%-1.6c6.1c
8 AM scan231669.6%-7.4c-2.6c
Totals (over/under) market54837969.2%-0.7c3.9c
Low confidence (0-1 signals)30120668.4%0.4c2.3c
2 PM scan22015068.2%2.3c4.1c
No steam move49131864.8%1.2c3.3c
10 AM scan332163.6%-4.7c-1.2c
Scheduled scan32419159.0%0.5c3.4c
Confidence not scored yet35920456.8%-3.3c4.0c
Small edge (2-4%)38320954.6%-5.7c-1.3c
Steam move detected (sharp money)1699254.4%-9.9c3.2c
Moneyline market261453.8%1.8c3.6c
scan: manual422150.0%-6.0c2.3c
scan: sigma-test422047.6%-7.7c2.8c
scan: sp-test422047.6%-7.8c2.8c
scan: ml-fix411843.9%-13.2c2.6c
scan: sp-test2411843.9%-12.5c2.6c
Spread market1123127.7%-6.2c-0.2c

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 + Large edge (8-15%)6583.3%3.1c8.7c
Pre-game scan + Large edge (8-15%)171482.4%18.2c11.1c
Totals (over/under) market + Large edge (8-15%)655280.0%9.2c10.0c
Closing scan (1 min before game) + Large edge (8-15%)151280.0%18.0c11.4c
scan: sigma-test + Large edge (8-15%)5480.0%-0.6c8.7c
scan: sp-test + Large edge (8-15%)5480.0%-0.6c8.7c
Low confidence (0-1 signals) + Large edge (8-15%)322578.1%11.4c10.3c
Scheduled scan + Extra-large edge (15%+)272177.8%21.6c19.8c
2 PM scan + Large edge (8-15%)221777.3%14.6c10.7c
Low confidence (0-1 signals) + Extra-large edge (15%+)251976.0%16.6c20.1c
Confidence not scored yet + Extra-large edge (15%+)251976.0%16.9c19.8c
Totals (over/under) market + Extra-large edge (15%+)503876.0%16.7c19.9c
2 PM scan + Extra-large edge (15%+)251976.0%16.9c19.8c
Closing scan (1 min before game) + Extra-large edge (15%+)251976.0%16.6c20.1c
Pre-game scan + Extra-large edge (15%+)251976.0%16.6c20.1c
Confidence not scored yet + Large edge (8-15%)372875.7%4.7c9.8c
10 AM scan + Large edge (8-15%)161275.0%16.8c11.3c
scan: manual + Medium edge (4-8%)8675.0%0.5c6.7c
Low confidence (0-1 signals) + Medium edge (4-8%)604473.3%3.4c6.0c
8 AM scan + Large edge (8-15%)151173.3%16.0c11.4c
10 AM scan + Extra-large edge (15%+)261973.1%15.0c20.2c
8 AM scan + Extra-large edge (15%+)261973.1%15.0c20.2c
scan: manual + Extra-large edge (15%+)261973.1%15.0c20.2c
Low confidence (0-1 signals) + Totals (over/under) market27219772.4%1.4c2.5c
Closing scan (1 min before game) + Medium edge (4-8%)433172.1%3.8c5.9c
Closing scan (1 min before game) + Small edge (2-4%)956871.6%0.8c-1.7c
2 PM scan + Medium edge (4-8%)564071.4%2.8c6.0c
Pre-game scan + Small edge (2-4%)896370.8%-0.7c-1.5c
Pre-game scan + Medium edge (4-8%)412970.7%3.3c5.9c
Scheduled scan + Large edge (8-15%)171270.6%12.2c11.3c
scan: sigma-test + Medium edge (4-8%)10770.0%-5.9c6.5c
scan: sp-test + Medium edge (4-8%)10770.0%-5.9c6.5c
Low confidence (0-1 signals) + No steam move25918169.9%0.7c2.3c
Totals (over/under) market + Medium edge (4-8%)15811069.6%-1.6c6.1c
8 AM scan + Small edge (2-4%)191368.4%-10.3c-4.9c
Confidence not scored yet + Medium edge (4-8%)986667.3%-4.7c6.2c
Moneyline market + Small edge (2-4%)211466.7%7.1c-0.9c
10 AM scan + Medium edge (4-8%)6466.7%-10.7c6.2c
Scheduled scan + Medium edge (4-8%)835566.3%-0.2c5.9c
8 AM scan + Medium edge (4-8%)473166.0%2.3c5.9c
Confidence not scored yet + Totals (over/under) market27618265.9%-2.7c5.3c
Totals (over/under) market + Small edge (2-4%)27517965.1%-5.6c-1.6c
Low confidence (0-1 signals) + Small edge (2-4%)18411864.1%-4.7c-2.7c
2 PM scan + Small edge (2-4%)1177463.2%-3.3c-1.5c
scan: ml-fix + Medium edge (4-8%)13861.5%-15.2c6.2c
scan: sp-test2 + Medium edge (4-8%)13861.5%-15.2c6.2c
10 AM scan + Small edge (2-4%)231460.9%-4.8c-5.0c
Low confidence (0-1 signals) + Steam move detected (sharp money)422559.5%-1.6c2.2c
Confidence not scored yet + No steam move23213759.1%1.8c4.3c
Low confidence (0-1 signals) + Moneyline market241354.2%1.4c3.0c
Spread market + Medium edge (4-8%)372054.1%10.1c5.8c
Confidence not scored yet + Steam move detected (sharp money)1276752.8%-12.7c3.5c
Scheduled scan + Small edge (2-4%)19710352.3%-3.2c-0.6c
Confidence not scored yet + Small edge (2-4%)1999145.7%-6.6c-0.1c
scan: manual + Small edge (2-4%)281035.7%-9.8c-0.3c
scan: sigma-test + Small edge (2-4%)27933.3%-9.7c0.4c
scan: sp-test + Small edge (2-4%)27933.3%-9.9c0.3c
scan: ml-fix + Small edge (2-4%)25832.0%-12.1c-0.0c
scan: sp-test2 + Small edge (2-4%)25832.0%-10.8c-0.0c
Low confidence (0-1 signals) + Spread market29931.0%-8.5c0.1c
Spread market + Small edge (2-4%)1083027.8%-5.9c-0.6c
Confidence not scored yet + Spread market832226.5%-5.4c-0.3c
Moneyline market + Extra-large edge (15%+)500.0%-20.2c22.5c
Spread market + Large edge (8-15%)700.0%-10.4c9.4c

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::ml2026-W132259.1%6.8%1.2c
2026-W12425.0%-25.4%16.8c
shin::spread2026-W141637.5%-20.3%0.7c
2026-W139626.0%-18.6%-0.3c
2026-W1217150.3%4.1%0.6c
shin::total2026-W1326167.0%-10.2%1.5c
2026-W1228771.1%8.6%6.2c

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|
1Exec Price (Yes)6600.59520.37630.46150.4615
2Execution Price6600.70380.49440.45270.4527
3Model Prob (Yes)6600.59810.32680.42910.4291
4Model Prob (No)6600.40190.6732-0.42910.4291
5Exec Price (No)6600.48140.6851-0.41470.4147
6Net Edge (No)660-0.0888-0.0215-0.24390.2439
7Net Edge (Yes)660-0.0092-0.05950.17650.1765
8Net Edge6600.04080.01890.14360.1436
9Steam Detected6600.22440.3080-0.09290.0929
10Spread (cents)5108.09876.46600.06790.0679
11Steam Magnitude6600.48660.6280-0.05850.0585
12Pinnacle Move2750.19470.3588-0.04950.0495
13Trade Volume3010.00000.00000.00000.0000
14Taker % (Yes)3010.00000.00000.00000.0000
15Soft Book Consensus3010.00000.00000.00000.0000
16Is Longshot6600.00000.00000.00000.0000

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-W14ncaabspread166.824.38%100%0.71%0.0%
2026-W13ncaabtotal27311.121.11%100%1.00%0.0%
2026-W13ncaabspread963.02.50%100%-0.32%0.0%
2026-W13ncaabml231.38.57%100%1.08%0.0%
2026-W12ncaabtotal2886.419.43%48%6.14%0.0%
2026-W12ncaabspread1753.824.89%57%0.67%0.0%
2026-W12ncaabml41.014.75%50%16.84%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_edgeoutcome151.156<0.001negativeYES39127
edge_spread_centsoutcome139.222<0.001positiveYES39127
edge_steam_magnitudeoutcome12.4760.1156positiveno39127