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Insights

Receipts first. Every number traces to a graded row.

The same receipts query feeds Picks, Insights and the Sunday digest — it can never disagree with itself.

Leaderboard · hit rate by lens

Hit rate by lens

As of 8/28/2026 · n=6620

LensHitProof95% Wilson CI
contrarian52.0%n=191749.7%–54.2%
sharp48.0%n=191745.8%–50.3%
calibration50.6%n=76347.0%–54.1%
modeler51.5%n=171649.1%–53.8%
residual48.0%n=29642.3%–53.7%
pundit:yt-ben-solak72.7%n=1143.4%–90.3%

Leaderboard · models, lenses, pundits, crews · baseline never leaves

Headline performance is ATS spread win rate. Pushes remain in graded spread plays but are excluded from the ATS spread denominator.

Rows are ordered by ATS spread win rate; prediction_results.clv is unavailable for tie-breaking.
EntryKindGraded spread playsATS spread win rate$100-flat · secondaryCLV · secondary
[Auto] MLB Run Line (Gaussian Process) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=115 graded spread plays · as of 2026-05-20T09:00:00.606554+00:00model115$0.00
[Auto] MLB Run Line (HistGradientBoosting) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=115 graded spread plays · as of 2026-05-20T09:00:00.606554+00:00model115$0.00
[Auto] NHL Puck Line (Gaussian Process) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=7 graded spread plays · as of 2026-08-28T01:40:30.487538+00:00model7$0.00
[Auto] NHL Puck Line (HistGradientBoosting) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=7 graded spread plays · as of 2026-08-28T01:40:30.487538+00:00model7$0.00
[Auto] NHL Puck Line (KNN) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=7 graded spread plays · as of 2026-08-28T01:40:30.487538+00:00model7$0.00
[Auto] NHL Puck Line (MARS) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=7 graded spread plays · as of 2026-08-28T01:40:30.487538+00:00model7$0.00
[Auto] NHL Puck Line Model (LightGBM) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=7 graded spread plays · as of 2026-08-28T01:40:30.487538+00:00model7$0.00
[Auto] NBA ATS XGBoost (Custom Objective) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Elo Power Ratings Spread (XGBoost) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (AdaBoost) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (Gaussian Process) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (HistGradientBoosting) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (KNN) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (MARS) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread (SVR) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread Model (LightGBM) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
[Auto] NBA Spread Predictor (XGBoost) insights_model_leaderboard_mat (prediction_results + predictions, refreshed hourly) · n=5 graded spread plays · as of 2026-05-18T09:00:00.585548+00:00model5$0.00
Market consensus baseline · bet every favourite nfl_schedules · n=7,245 graded spread plays · as of 2026-02-08baseline7,24548.7% · n=7,050

The baseline's graded spread plays and ATS spread win rate come from nfl_schedules. Its $100-flat and CLV cells stay — because nfl_schedules has no price or closing-value columns.

No phase-1 graded ATS spread join is loaded for: community lens, pundit, crew.

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Cold query

skeleton over the graded population, with the cached previous result under it

computing over 272,826 graded plays · as of Aug 28, 4:40 AM ET

Small n

cells under 50 plays grey with the n; never hidden

1 of 5 baked widget rows carry n under 50— clv-distribution n=0

Week not graded

games still pending — numbers update at final

50 upcoming games not final in the 50-game window this page reads· last graded Aug 28, 4:40 AM ET

Disagreement guard

if Receipts ≠ Picks → Record for the same filter, the page shows the diff and files an issue

checked this render: aggregate and per-market sum agree · last graded Aug 28, 4:40 AM ET