Quick Answer
PropsBot.AI is an AI player-prop and betting research tool that grades markets against a de-vigged fair price and publishes every pick to a public, auditable ledger. Its distinguishing feature is that the record is checkable: every graded prediction, per sport and per signal, timestamped at publication with the posted line, at the public track record.
The public-ledger numbers, as of September 29, 2026, are 16.8% ROI on 8,571 graded NFL picks, 25.9% ROI on 81,410 graded NBA picks, and 15.2% ROI on 9,913 graded NHL picks on the High ROI Signal. Samples differ by sport — smaller samples are not claimed as proven.
What it is not: a guarantee, or a tipster service. The model produces a probability and compares it against the price you can actually bet; when that gap does not survive uncertainty, the honest output is a pass, and passes are published alongside picks.
Short answer: PropsBot.AI is the most transparent AI player props tool in 2026 — and after 18 months of operation, the public ledger holds up. The track record published at propsbot.ai/track-record shows 16.8% ROI on 8,571 graded NFL picks and 25.9% ROI on 81,410 graded NBA picks on the High ROI Signal (as of September 29, 2026), with an MLB Brier score that beat Vegas in a calibration study dated July 12, 2026. Native iOS (4.8★, 82 App Store reviews) and Android apps. ~$35/mo on annual ($419.99/yr) or $49.99/mo monthly. Below: the honest review of PropsBot.AI — what it does well, where it has limits, and who it’s for.
What PropsBot.AI is
PropsBot.AI is a player-props-first AI prediction service for NFL, NBA, MLB, and NHL. The core product is a Confidence Score (0–100) and an Edge Score (model probability minus sportsbook implied probability) on every player prop with sufficient sportsbook liquidity. You see the score, the line, the recommended direction, and the reasoning — for every pick the model issues at signal threshold.
What’s different about PropsBot vs. other AI prop tools:
- Public graded ledger. Every pick the model issues at threshold gets logged with player, market, line, direction, Confidence Score, Edge Score, and final result. No login required to view.
- Brier-vs-Vegas comparison. The model’s calibration is benchmarked against Vegas’s implied probabilities on the same markets. PropsBot’s Brier beat Vegas in MLB (0.1903 vs 0.1947) and NHL (0.1846 vs 0.1865) in a calibration study dated July 12, 2026.
- Native iOS (4.8★) and Android apps. Push notifications when high-Confidence picks post or lines move.
- One-tap deep linking to FanDuel, DraftKings, BetMGM, Caesars, and other sportsbooks.
Who built PropsBot.AI
PropsBot.AI is built by David Reilich — a long-time sports bettor and the founder of Clutch Analytics LLC. David’s about page details the founding story: the public ledger is a direct response to the picks-service industry’s chronic transparency gap. PropsBot publishes every pick the model issues, win or lose, because the graded record IS the product.
David is active on X / Twitter (3,000+ followers as of May 2026) and the PropsBot YouTube channel, where he walks through model picks and weekly track-record recaps on camera. The founder visibility is part of the transparency thesis — receipts plus a real person behind them.
The PropsBot.AI track record (public ledger, as of September 29, 2026)
| Sport | ROI (High ROI signal) | Picks graded | Units net | Hit Rate (High Hit Rate signal) | Brier vs Vegas |
|---|---|---|---|---|---|
| MLB | Current MLB signal results: live ledger at dashboard.propsbot.ai | 0.1903 vs 0.1947 — beat Vegas (calibration study, July 12, 2026) | |||
| NFL | 16.8% (51.7% win rate) | 8,571 | +1,443u | 74.4% on 22,210 picks (−5.0% ROI) | Not published |
| NBA | 25.9% (47.1% win rate) | 81,410 | +21,051u | 76.6% on 200,885 picks (-1.4% ROI) | Not published |
| NHL | 15.2% (44.9% win rate) | 9,913 | +1,508u | 84.4% on 35,027 picks (−2.7% ROI) | 0.1846 vs 0.1865 — beat Vegas (calibration study, July 12, 2026) |
The full per-pick ledger lives at propsbot.ai/track-record. You can filter by sport, signal type (High ROI vs High Hit Rate), market, or date range. No login required.
What PropsBot.AI does well
- Transparency. The public ledger isn’t a marketing line — it’s the product philosophy. Every pick at threshold is logged. The Brier-vs-Vegas comparison is published. No other AI prop tool publishes both.
- Coverage breadth. NFL, NBA, MLB, NHL all year. One subscription covers four sports. Most competitors focus on 1–2 sports or skip NHL entirely.
- App quality. Native iOS app rated 4.8 stars (82 App Store reviews). Native Android app. Push notifications on line moves and high-Confidence picks. One-tap deep linking to major sportsbooks.
- Methodology page. The methodology page explains how Confidence and Edge are computed, what “High ROI signal” and “High Hit Rate signal” mean, and which markets the model covers per sport. No black box.
- NHL specifically. NHL is the most under-served sport in the AI prop tool category — and PropsBot covers it with the same scores: the NHL High Hit Rate Signal reads 84.4% win rate on 35,027 graded picks (−2.7% ROI) and the NHL High ROI Signal 15.2% ROI on 9,913 graded picks (44.9% win rate), as of September 29, 2026. (See Best AI for NHL Player Props.)
Where PropsBot.AI has limits
An honest review surfaces the trade-offs:
- Pricing isn’t the cheapest option. Outlier Premium ($19.99/mo) and Props.cash ($19.99/mo) undercut PropsBot’s ~$35/mo annual rate. Outlier doesn’t predict; Props.cash doesn’t predict — that’s the structural difference. But if your priority is the absolute lowest sticker price, those are cheaper.
- No custom model builder. Rithmm lets you build your own no-code model. PropsBot publishes its own curated AI signals — you tail or fade, you don’t build. If “build your own model” is the feature you want, Rithmm is built for that.
- College sports not covered. NFL/NBA/MLB/NHL are the four supported sports. CFB, CBB, soccer, MMA, tennis aren’t covered. Rithmm covers college; OddsJam covers more sports.
- Discord doesn’t yet match competitors. PlayerProps.ai has a 22,994-member Discord. PropsBot’s community surface is centered on the app and X — more Discord investment is on the roadmap.
- Past performance doesn’t guarantee future results. The public ledger is honest accounting of what’s happened. AI prop modeling is variance-heavy; some weeks are losing weeks. The ledger is the long-term answer, not the daily one.
How PropsBot.AI compares to competitors
Detailed head-to-head comparisons:
- PropsBot vs Rithmm — public ROI ledger vs custom model builder
- PropsBot vs Leans.AI — $35 vs $299 head-to-head
- PropsBot vs Outlier — predictive AI vs research dashboard
- PropsBot vs Props.cash — AI verdict vs research-only
- PropsBot vs PlayerProps.ai — master ledger vs per-prop only
- PropsBot vs OddsJam — AI props vs +EV/arbitrage
- Master comparison: Best AI Player Prop Tools 2026
Pricing
| Plan | Price | Effective per month |
|---|---|---|
| Annual | $419.99/year | ~$35/mo (best value) |
| 6-Month | $254.99 every 6 months | ~$42/mo |
| Monthly | $49.99/mo | $49.99/mo |
All plans include full access. No lock-in contracts. Cancel anytime in the app.
Frequently asked questions
Is PropsBot.AI legit?
Yes. PropsBot.AI is operated by Clutch Analytics LLC, with public iOS (4.8★) and Android apps, a public per-pick audit ledger, founder visibility (David Reilich) on X and YouTube, and 18+ months of operating history with no major customer complaints. The public per-sport track record is the strongest legitimacy signal in the AI prop tool category.
Does PropsBot.AI actually work?
The public ledger shows 16.8% ROI on 8,571 graded NFL picks and 25.9% on 81,410 graded NBA picks on the High ROI Signal (as of September 29, 2026) and Brier-beats-Vegas calibration in MLB (study dated July 12, 2026). Past performance doesn’t guarantee future results, and AI prop modeling has variance — some days are losing days. The ledger is the long-term answer.
What sports does PropsBot.AI cover?
NFL, NBA, MLB, and NHL. One subscription covers all four. CFB, CBB, soccer, MMA, tennis are not currently covered.
Is PropsBot.AI worth ~$35/month?
The math: at ~$35/mo annual, you need ~1 unit/month of net profit to break even on subscription cost (assuming $35 = 1u). PropsBot’s ledger ROI implies meaningfully more than 1u/mo at moderate volume on NFL and NBA. Past performance doesn’t guarantee future results, but the breakeven bar is meaningfully lower than competitors charging $59.99 (PlayerProps), $99.99 (Rithmm Premium), or $299 (Leans.AI). See our dedicated Is PropsBot Worth It? page for the full math.
Can I cancel PropsBot.AI?
Yes — one click in the app, anytime. No lock-in contracts, no email-only cancel, no friction. Refund requests for billing errors or technical issues: david@propsbot.ai.
Does PropsBot.AI have a free trial?
Not on the web: web plans start at $49.99 a month with no trial. The iOS and Android apps offer a free trial through the App Store and Google Play, and the public performance dashboard is free without an account.
Bottom line on PropsBot.AI
PropsBot.AI is the AI player props tool with the strongest receipts in 2026: a public per-sport ledger (NFL 16.8% ROI on 8,571 graded picks; NBA 25.9% on 81,410, as of September 29, 2026), Brier beat Vegas in MLB (study dated July 12, 2026), native iOS + Android apps, ~$35/mo on annual billing. If verifiable performance matters to you, PropsBot is the cleanest option in the category. See tonight’s free PropsBot pick — no card required →
Related: Public Track Record · Performance & Methodology · About PropsBot.AI · Is PropsBot Worth It? · Best AI for NFL Props
How To Use This Page Today
Start with availability and timing. If the page depends on today’s slate, do not trust it until the relevant injury report, lineup note, weather read, roster change, or market update has been checked. The best search page is current enough to help before the number moves.
Then compare the page against the actual book screen. If a projection says there is value but the line has moved, the decision changes. If two books show the same market at different prices, the better price is not a small detail; it can be the difference between a long-term edge and a thin guess.
Decision Checklist
- Confirm the market type, line, book, and price before comparing anything else.
- Check whether the model edge is still available at the number a user can actually bet.
- Read injury, lineup, weather, roster, or schedule news before trusting an older projection.
- Separate a strong lean from a playable bet; bad price can ruin good analysis.
- Use tracking and closing-line context to judge the process over time instead of overreacting to one result.
Common Mistakes
Do not treat a model lean as a final pick without checking the price. Do not use a stale projection after news changes the market. Do not build a parlay, DFS lineup, or pick’em card around one comfortable-looking number if the rest of the entry is weak. The goal is a repeatable process, not a bigger list of forced plays.
The pages that should rank are the pages that help a user make a better decision. That means clear answers, current context, useful links, and enough detail to explain why PropsBot is different from a generic picks page.
That extra context is what turns a thin landing page into a useful search result.
Related PropsBot Research
Independent coverage
PropsBot doesn’t grade its own homework alone. Independent review: OddsPlays — “PropsBot.ai Review: Can PropsBot Improve Your Results?” (August 2026) — covering the platform, pricing, and the public pick ledger. More third-party coverage is collected on our press & research page.
