PropStein

Ian Thomas – Receptions: Model Fair Line & Research

PropStein's pre-kickoff model projection for Ian Thomas (TE, LV) in the LV at LA game — receptions market, 2026-W07. Snapshot taken .

No book quote was captured in this snapshot. The model numbers below stand alone.

Model projection

Fair line
1.5 rec
Projected volume
1.91 rec
P(over) at fair
54.4%
Role
none

Distribution parameters (NegBin–Gamma v3.2): mu_rec 1.9089, mu_ypr 9.1532, alpha 0.1097, k 1.555.

How to use the fair line

At −110 vig, the model sees value on the OVER at lines below 2.0 and on the UNDER at lines above 2.0. Between those boundaries, neither side clears the vig-adjusted breakeven. At the fair line (1.5), no-vig breakeven odds are −119 on the OVER (54.43% win prob) and +119 on the UNDER (45.57% win prob).

Role evidence

Recent window
last_1_game
Baseline window
prior_8_games_ewma
Recent target share
7.1%
Baseline target share
5.9%
Career games
80

Role labels and thresholds remain provisional pending chronological holdout validation.

Related research

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.