See What the
Market Misses
DerbySight combines three independent AI models — Signal, Form, and Consensus — to build a consensus edge the morning line never sees coming. Inspired by Bill Benter. Built for every handicapper.
Three Models. One Consensus. Your Edge.
Every race is analyzed in parallel by independent models, then triangulated into a single high-confidence signal.
AI Analyzes Every Entry
Our proprietary Signal and Form engines evaluate each horse across speed, form, class, and fitness — normalizing every signal relative to the specific field they face.
Models Build Consensus
When Signal, Form, and Consensus agree on the same horse, you have a statistically validated signal — not a single model guess with model-specific blind spots.
You Place Informed Bets
Armed with fair odds, win probabilities, pace scenarios, and AI reasoning — you're the handicapper. We just make sure you see what the market misses.
Instruments Built for Serious Handicappers
ML Consensus Engine
Signal + Form + Consensus run independently then vote. 3-model agreement produces the highest-confidence picks in the field — validated across 42,000+ analyzed races.
Advanced Field Filtering
Our proprietary Confidence Filter progressively identifies structural non-contenders so you can tighten exotic tickets, reduce risk, and focus capital on the real contenders.
Global Rankings Integration
Cross-reference every horse, jockey, and trainer against global thoroughbred rankings. See exactly how your field stacks up against elite international competition.
Built on 26M+ Points of Call
Every Signal prediction draws on years of historical race records. Every pace projection is normalized from quarter-mile splits across millions of starts. The signal is real. The edge is measurable.
What Handicappers Are Saying
\u201cThe Field Filter model alone changed how I build exotics. I used to box 6 horses in every trifecta — now I eliminate the structural losers first and my tickets are sharper and cheaper.\u201d
\u201cAs someone who studies speed figures obsessively, seeing how DerbySight layers Signal and Form consensus on top of speed figures gave me a completely new lens. The win rate improvement was immediate.\u201d
\u201cThe fair odds vs morning line comparison is where I find my best bets. If DerbySight shows a horse at 4/1 fair and it opens at 8/1, that is exactly the overlay I have been looking for my entire handicapping career.\u201d
\u201cI was impressed by how DerbySight uses international racing data to improve US predictions. Three months in — the cross-market signal correlation is genuinely impressive. The Signal model identifies things I never would have caught manually.\u201d
\u201cThe pace scenario tool is outstanding. It projects whether a race sets up for frontrunners or closers before the gates open. This is the most sophisticated field normalization tool available to handicappers.\u201d
\u201cBuilt my entire staking plan around DerbySight consensus picks. The 3-model consensus filter alone reduced my losing days by 40%. This is what Bill Benter was doing in Hong Kong, now available to every handicapper.\u201d
Start Free. Scale When You\'re Ready.
All plans include the core DerbySight consensus engine. Upgrade for unlimited access and elite tools.
Start handicapping with AI-powered consensus picks.
- 3 races per day
- Basic Signal + Form picks
- Confidence filter on entries
- Community leaderboard
- Glossary access
Full model access for serious daily handicappers.
- Unlimited races & tracks
- Full Signal + Form + Consensus scores
- Bet Builder & fair odds
- Pace scenario analysis
- Global rankings integration
- Priority model refresh
- Community pick logging
API access, priority alerts, and contest entry.
- Everything in Pro
- Full API access (JSON)
- Real-time push alerts
- Daily ROI contest entry
- Dedicated support
- Early feature access
Frequently Asked Questions
Ready to Find the Edge?
Join thousands of handicappers using DerbySight\'s consensus engine to build a consistent, data-driven edge at the track.
DerbySight is for informational purposes only. No actual wagers are placed through this platform.