John-Z's Overlay · Trifecta ATM

Sat, May 23

Race 1

Md Sp Wt

Post: 12:45 · 1m · Dirt · $92K purse · 6 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

6 runners

Contested pace

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

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

Projected speed

2 of 6 runners have no BRIS run-style code (often first-time starters); narrative may understate the true pace.

Trifecta shape

Tight

Highest hit-rate tier — best chance to cash a small ticket. Still negative-EV after takeout, but the model has a read.

1×3×3 key (top pick) on posts 1, 3, 2, 6

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

Cost

$6.00

6 combos

Hit prob

22.5%

simulated

Typical payout if hit

$5.77

mean $12.37

Expected ROI

-53.6%

net $-3.22

  • · Most-likely-to-cash structure: 1×3×3 key (top pick) on posts [1, 3, 2, 6] — hits 22.5% of simulated runs
  • · At $6 stake, a typical cash pays ≈ $6 (mean $12; trifecta payoffs are heavy-tailed). Estimated from the public pool, validated against archive payoffs.
  • · Top 4 cover the ITM math — chalk should hit; payouts likely small.

A Top picks

1

B Contenders

3, 2, 6

C Value-edge longshots

Other ticket structures (5)
Ticket Cost Hit prob Typical payout ROI
3-horse box $6.00 34.4% $4.24 -74%
1×4×4 key (top pick) $12.00 29.8% $5.77 -46%
2×4×4 part wheel $12.00 41.0% $5.77 -56%
1×5×5 key (top pick) $20.00 31.8% $5.77 -46%
2×5×5 part wheel $24.00 53.7% $5.77 -49%

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: 89% · Top 4 cover 2.66 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
1APSISTER JEAN1.8-11.7-181.032%81%-10%
3BSLUNAR LOOP2.5-12.0-179.425%74%·+1%
2BEPPLAZA CUE1.2-11.0-179.523%71%-29%
6BGRANT'S GRETCHEN15-121-173.811%40%+24%
4ECOMMAND THE STARS12-123-165.77%27%+7%
5GOT WHAT I GOT30-146-149.22%7%·-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 1 · Sat, May 23 · 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.