PropStein

PropStein Track Record & Evidence

Headline performance is full-board CLV — every decision graded against closing line value with confidence intervals, not a cherry-picked ledger subset. Everything graded so far is published as-is, including the small sample, the losing weeks and the model defects.

Full-board close calibration (Week 07)

Headline metric: every graded board decision (N = 37):
• 2 of 37 beat the close (5.4%, 95% Wilson CI: [1.5%, 17.7%]; Clopper–Pearson exact: [0.7%, 18.2%])
• 34 of 37 tied the close (91.9%, line unchanged)
• 1 of 37 closed worse (2.7%, -1.0 yd drift)
Average line delta: +0.05 yds (95% CI: [-0.23, +0.33] yds). Average CLV EV: 0.82%.

Headline honesty: Across the full board only 2 of 37 decisions beat the close that week. That is what an honest calibration record looks like early. We publish full-board calibration first so there is zero cherry-picking.

Graded ledger (preliminary sample, n = 8)

7-1-0 over 8 graded records — win rate 87.5% (95% Wilson CI: [52.9%, 97.8%]), beat-close rate 100.0%, average close beating value 4.29% of implied probability, net P&L 549.64 on 790.0 staked (ROI 69.57%). Ledger root hash 178e29974bf8748c.

Read this honestly: 8 records is a tiny sample. None of these rates are meaningful evidence of edge yet. We publish them below the full board so the methodology is auditable from day one, and so there is no incentive to quietly drop bad weeks.

PlayerMarketBetOdds CloseCLVOutcomeNet
Amon-Ra St. Brownrec_ydsOVER 78.5-11581.5 (-115)3.0 yds / 4.97%WIN104.35
Hunter Henryrec_ydsOVER 31.5-11533.5 (-115)2.0 yds / 3.32%WIN86.96
DeMario Douglasrec_ydsOVER 34.5-11036.5 (-115)2.0 yds / 4.33%WIN90.91
Jaxon Smith-Njigbarec_ydsOVER 100.5170103.5 (160)3.0 yds / 6.41%LOSS-80.0
Chris Olaverec_ydsOVER 75.5-11577.5 (-115)2.0 yds / 3.32%WIN86.96
A.J. Brownrec_ydsUNDER 69.5-10567.5 (-115)2.0 yds / 5.35%WIN95.24
Colston Lovelandrec_ydsOVER 44.5-11546.5 (-115)2.0 yds / 3.32%WIN86.96
DK Metcalfrec_ydsUNDER 54.5-11552.5 (-115)2.0 yds / 3.32%WIN78.26

Published model evaluation (holdout)

Decision cutoff enforced: yes; 862 snapshots evaluated, 0 future snapshots excluded to prevent leakage.

Brier score (model)
0.2813
Brier score (naive baseline)
0.25
Brier skill
-12.51%
Log loss (model)
0.758
Log loss (baseline)
0.6931

The model currently underperforms the naive baseline on this holdout. We publish that because it is true. Recalibration is an active workstream; roles and thresholds carry provisional labels everywhere in the product until the skill score turns positive.

Market-Model Edge Fit & Guarantee Status (Phase 2 & 3)

Model has no edge over market closing lines at this time. All projections should be treated as informational.

Chronological regression fitting p = w · pmodel + (1 - w) · pmarket on active trigger decisions yields:
• ŵ = 0.6742 (Standard Error: 0.3957, 95% CI: [-0.1013, +1.4497], N = 37)
Because the 95% confidence interval spans zero, there is no statistically significant evidence of closing line alpha over the market consensus.

Public actions in effect:
• Beat-Close Guarantee Suspended: Beating or tying a close on a small sample guarantees nothing about win rate or expected value. The marketing guarantee is publicly withdrawn.
• Paid Signups Frozen & Quant Tier Waitlisted: Commercial paid upgrades remain suspended until N ≥ 300 graded board decisions achieve positive CLV bounded strictly above zero with 95% confidence.
• Uncensored Research Access: Projections and live pricing calculations are made available without paywalls in observer research mode.

What we publish as the sample grows

Calibration by predicted-probability bucket; win rate with sample size; ROI with a confidence interval; maximum drawdown; splits by sport, market and model version; and losing weeks next to winning weeks, every week. The commitment is the record, not the highlight reel.

Model limitations

PropStein publishes model limitations alongside every page. Roles and thresholds are provisional pending chronological holdout validation. In our published week-1 holdout evaluation the model's Brier score trailed the naive baseline; we treat that as an open defect, not a marketing problem, and we publish recalibration results as they land. Snapshots are taken pre-kickoff; quotes age and lines move, so every number here carries a timestamp and a verification state. Route-participation and late-scratch information are not fully modeled. Nothing on this site is betting advice.