John-Z's Overlay · Trifecta ATM

Sat, May 16

Race 7

Md 50000

Post: 9:05 · 1.06m · Dirt · $67K purse · 7 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

7 runners

Unprojectable

4 of 7 runners have no BRIS run-style code (likely first-time starters) — pace shape can't be called.

2 P — presser 1 S — closer 4 Unclassified

4 of 7 runners have no BRIS run-style code (often first-time starters); narrative may understate the true pace.

Trifecta shape

Competitive

Model has no clear edge — every ticket structure is steeply negative-EV. Skip, or treat as an entertainment bet and size accordingly.

1×3×3 key (top pick) on posts 3, 6, 7, 1

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

Cost

$6.00

6 combos

Hit prob

6.1%

simulated

Typical payout if hit

$26.10

mean $31.43

Expected ROI

-68.2%

net $-4.09

  • · Most-likely-to-cash structure: 1×3×3 key (top pick) on posts [3, 6, 7, 1] — hits 6.1% of simulated runs
  • · At $6 stake, a typical cash pays ≈ $26 (mean $31; trifecta payoffs are heavy-tailed). Estimated from the public pool, validated against archive payoffs.
  • · Multiple legitimate contenders — model is less concentrated.

A Top picks

3, 6

B Contenders

7, 1, 2

C Value-edge longshots

4, 5

Other ticket structures (5)
Ticket Cost Hit prob Typical payout ROI
3-horse box $6.00 6.5% $26.04 -72%
1×4×4 key (top pick) $12.00 11.5% $34.93 -56%
1×5×5 key (top pick) $20.00 16.0% $34.93 -44%
2×4×4 part wheel $12.00 12.0% $20.39 -78%
2×5×5 part wheel $24.00 22.2% $20.70 -72%

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: 67% · Top 4 cover 2.00 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
3APPELICAN BAY4.0-15.2-177.420%55%·+4%
6ASSARTORIAL1.6-11.9-176.818%52%-46%
7BPCHAMPAGNE LIBERAL4.5-15.1-174.316%47%·+1%
1BPAUL'S RECOVERY3.0-13.8-173.715%45%-19%
2BKING LEE10-19.7-174.714%43%+20%
4CUR BENJA20-136-171.810%31%+19%
5CPRINCE J J15-120-165.38%25%+9%

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 7 · Sat, May 16 · 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.