PropsBot.AI is an AI-powered player prop and sports betting analytics platform built by a small team for serious bettors. Founded by David Reilich and operated by Clutch Analytics LLC, PropsBot grades every AI Signal prediction across NFL, NBA, MLB, and NHL on a public ledger — the High ROI Signal reads 13.7% ROI across 8,210 graded NFL picks 25.9% across 81,410 graded NBA picks, and 15.1% across 8,988 graded NHL picks, as of September 14, 2026.
Our Mission
Sportsbook lines move fast. Public picks chase narratives. Most bettors lose because they’re guessing — not because they lack conviction. PropsBot exists to give serious player prop bettors the same kind of edge institutional traders take for granted in other markets: rigorous models, transparent performance data, and fast, clear signal.
We don’t sell picks. We sell a verifiable model — one whose entire performance ledger is public at dashboard.propsbot.ai, updated continuously, with every prediction tracked.
What We Do
PropsBot runs multiple independent machine-learning models against every player prop market across the NBA, MLB, NFL, and NHL. Each prop receives two proprietary metrics:
- Confidence Score (0–100): how strongly multiple data signals agree on the projection
- Edge Score: how mispriced the sportsbook line is relative to PropsBot’s calculated probability
On top of those metrics, PropsBot layers two automated filters called AI Signals — High ROI and High Hit Rate — so you can sort a slate in seconds instead of scrolling through hundreds of props.
The Numbers (Public Ledger, as of September 14, 2026)
Everything below is publicly tracked at dashboard.propsbot.ai/Performance — every prediction logged, no cherry-picking.
| Metric | Sport | Result |
|---|---|---|
| High ROI Signal — ROI | NFL | 13.7% across 8,210 graded picks (56.9% win rate, +1,127 units) |
| High ROI Signal — ROI | NBA | 25.9% across 81,410 graded picks (47.1% win rate, +21,051 units) |
| High Hit Rate Signal — Win Rate | NFL | 73.2% across 20,222 graded picks (-2.0% ROI) |
| High Hit Rate Signal — Win Rate | NBA | 76.6% across 200,885 graded picks (-1.4% ROI) |
| High ROI Signal — ROI | NHL | 15.1% across 8,988 graded picks (47.2% win rate, +1,358 units) |
| High Hit Rate Signal — Win Rate | NHL | 87.1% across 29,362 graded picks (-2.4% ROI) |
| High ROI / High Hit Rate Signals | MLB | current MLB signal results are on the live ledger at dashboard.propsbot.ai |
| Calibration vs Vegas | MLB | Brier 0.1903 vs Vegas 0.1947 — calibration study dated July 12, 2026 |
| Calibration vs Vegas | NHL | Brier 0.1846 vs Vegas 0.1865 — calibration study dated July 12, 2026 |
What “more accurate than Vegas” means: When PropsBot says a prop has a 70% chance of hitting, it actually hits closer to 70% of the time than the sportsbook’s own implied probability does. We back-test this with the Brier score — a standard probability-calibration metric used in weather forecasting and prediction markets. Lower is better. PropsBot beat Vegas in MLB (0.1903 vs 0.1947) and NHL (0.1846 vs 0.1865) in a calibration study dated July 12, 2026.
Full per-signal, per-sport, per-market performance data is on the Performance & Methodology page.
Who’s Behind PropsBot
William Sovine
Chief Technology Officer
Leads PropsBot’s machine-learning model infrastructure, real-time sportsbook data pipelines, and the AI Confidence Score that powers every pick.
David Reilich
Founder & CEO
Founder of PropsBot.AI. Sports bettor and engineer based in Rochester, NY. Built PropsBot after years of watching narrative-driven picks pretend to be analysis. Lean Six Sigma certified. SUNY Empire State College alum.
Daniel Haynes
Chief Product & Technology Officer
Drives product strategy and technical direction across the iOS, Android, and web platforms, shaping the user-facing prop research experience.
PropsBot is built and operated by Clutch Analytics LLC, based in Rochester, New York. Reach the team directly at david@propsbot.ai.
Where to Use PropsBot
PropsBot is available on iOS, Android, and the web. Sign up, try the full product, and decide whether the data earns a spot in your workflow. See pricing for plan details.
Editorial Integrity
PropsBot operates with public, accountable processes:
- Editorial Policy — how we research and publish content
- Fact-Checking Process — how we verify claims
- Corrections Policy — how we handle errors
- Performance Methodology — how we measure and report results
Responsible Play
PropsBot is a research and analytics tool, not a picks service. Past performance does not guarantee future results. Sports outcomes involve inherent randomness, and no model can predict every result accurately. Always bet within your means. If you or someone you know has a gambling problem, call 1-800-GAMBLER or visit ncpgambling.org.
