John-Z's Overlay · Trifecta ATM

Sun, May 31

Race 10

Md 50000

Post: 5:27 · 1m · Turf · $67K purse · 11 runners

New — Ask Claude Opus about this race Why a horse rates the way it does, what the trifecta ticket means, where the public might be wrong.

Pace shape

11 runners

Contested pace

3 early types — pace should be honest but not crazy. No strong style bias.

2 E — pure early 1 EP — early/presser 2 P — presser 2 S — closer 4 Unclassified

Projected speed

4 of 11 runners have no BRIS run-style code (often first-time starters); narrative may understate the true pace.

Trifecta shape

Wide open

Lottery shape — low hit rates, larger payouts when they cash. Entertainment-only; the model is not confident in any structure.

3-horse box on posts 11, 6, 4

The model's most-likely-to-cash structure (informational — not a bet recommendation).

Cost

$6.00

6 combos

Hit prob

3.2%

simulated

Typical payout if hit

$157.07

mean $156.53

Expected ROI

-17.1%

net $-1.03

  • · Most-likely-to-cash structure: 3-horse box on posts [11, 6, 4] — hits 3.2% of simulated runs
  • · At $6 stake, a typical cash pays ≈ $157 (mean $157; trifecta payoffs are heavy-tailed). Estimated from the public pool, validated against archive payoffs.
  • · Wide-open shape — anyone could hit; longshots have room.

A Top picks

11

B Contenders

6, 4, 9

C Value-edge longshots

Other ticket structures (5)
Ticket Cost Hit prob Typical payout ROI
1×3×3 key (top pick) $6.00 2.9% $68.44 -64%
2×4×4 part wheel $12.00 5.4% $75.92 -53%
1×4×4 key (top pick) $12.00 5.0% $67.76 -72%
4-horse box $24.00 10.0% $86.96 -49%
2×5×5 part wheel $24.00 9.4% $71.19 -61%

Hit prob is the model's per-race PL distribution. "Typical payout" is the median cash, weighted by the public pool's odds (not the model's own picks) and calibrated to actual historical trifecta payoffs — so it reflects what the tote really pays, not the model's disagreement. Walk-forward backtests show pari-mutuel takeout (~16-26%) is too steep to consistently clear at this data scale — these are tipsheet outputs, not bet recommendations.

Top-4 ITM concentration: 53% · Top 4 cover 1.59 of the 3.00 expected ITM finishers

Field

Click any horse name for the per-horse breakdown (last-10-races chart, SHAP feature contributions, full PP table).

PP Horse ML Pred Close Pred Fig Win ITM% Edge
11AEHAPPY PRINCE2.5-12.0-177.617%47%-26%
6BBARRACKS10-111-173.514%41%+18%
4BEPCULTURE WAR12-113-177.914%40%+20%
9BPFLY GUY MICK6.0-16.3-174.111%32%·-4%
1STIMESTREAM8.0-17.5-170.810%30%·+1%
2SBOTH SIDES OF BAD4.0-15.4-173.89%29%-22%
5PCHAMPAGNE LIBERAL15-119-172.58%24%+8%
10HILL COUNTRY20-137-165.76%19%+6%
7EPOWER OF WILL20-141-168.65%17%·+5%
3THESPIAN15-127-166.75%16%·+0%
8WEST OF EAST TEXAS20-134-152.12%7%-6%
12SCRPMCKINSENSE10-1

Sort the table by clicking column headers. Edge = our predicted ITM% minus the public-implied ITM% (live odds when present, ML otherwise); green ▲ ≥ +5pp, red ▼ ≤ −5pp. See How to Use for the math.

Ask Claude Opus

Questions about the model's predictions for Race 10 · Sun, May 31 · Churchill Downs. Powered by Claude Opus 4.7.

Ask anything about the field, the trifecta ticket, or why the model rates a horse the way it does.

Limited to 30 questions per day per visitor. Answers are model-generated and may be incorrect — not betting advice.