Building Proof|Edge 📊
Finding signal in prediction-market noise, one quantified play at a time 🏈
Distilling the Proof 📈
Invite-only betaproofedge.appJoined September 2026
@TheBetDesk Proof|Edge 🎯 Most +EV tools scan sportsbooks. We built ours for prediction markets. It finds edges on Polymarket & Kalshi across NFL, NBA, NHL, CFB & MLB, with an AI second opinion on every play and a public paper record. In beta, invites open 👇 proofedge.app
Sports prediction markets move fast. Know what’s behind the price.
Meet ProofEdge: sports market insights for Polymarket and Kalshi, with fair probabilities, market prices, and transparent reasoning. not “locks.”
See what we’re building 👇
proofedge.app
Looking for beta testers 👀
Follow sports markets on Polymarket or Kalshi? Help shape ProofEdge.
Get 14 days to explore the app. Tell us what works, what’s confusing, and what’s missing. Honest feedback wanted.
Join the waitlist:
proofedge.app/waitlist.php
The Proof|Edge Engine rescans sports prediction markets about every 15 minutes, builds a fair win probability, and scores edge × confidence into a 0–160 Proof. proofedge.app
Using Proof|Edge Engine analytics to compare market Price with our model’s Fair probability, identify the Edge, then distill a Proof score. Here is a sneak peek of the full and simple Proof score cards. #SportsAnalytics#ProofEdge
Who did you pick tonight: Eagles or Bears? 🏈
ProofEdge helps you compare market Price, Fair, Edge, Confidence, and Proof score before you make the call.
More context. Better research.
#MNF#NFL#ProofEdge
Would you rather see a model’s final recommendation or the full path behind it?
At ProofEdge, we think you should see the market Price, our Fair estimate, Edge, Confidence, and Proof score before making a decision.
What matters most to you?
Every recommendation keeps the important signals separate:
Market Price
Engine Fair
Edge
Confidence
Proof score
Real and paper-tracking context
MLB is only the beginning. Built for people who want to understand the market—not blindly follow it.
Sneak peek at ProofEdge 👀
We’re building a clearer way to evaluate sports prediction markets—live game context, market price, our independent Fair estimate, calculated edge, confidence, and Proof score in one view.
No “locks.” No black box. Just transparent decision support.
NFL Sunday 🏈
I’m watching where market price & the engine’s fair probability diverge, while factoring in confidence, liquidity, and late news. 📊
What game do you think is mispriced? 👀
Brutal MLB result yesterday. Late-season baseball can get volatile fast—rest days, lineup changes, playoff positioning, and teams playing out the string can all pull outcomes away from the season-long patterns and signals.
The real value of AI in sports markets is not a flashy “lock.”
It’s reducing research time, surfacing the most relevant signals, and translating model output into plain-English insights—so you can focus on the decisions that matter.
That’s the role of AI inside ProofEdge.
Edge and confidence are different.
Edge is the gap between market price and our Fair estimate.
Confidence is how reliable that estimate is.
A large edge with weak confidence is not the same signal as a large edge with strong confidence.
proofedge.app
What Proof doesn’t do
Proof does not place trades or bets.
We flag market prices that differ from our fair estimate. You decide. Paper-track first if you want.
18+ where legal. Not financial advice.
Transparency.
Most tip sheets bury the misses.
Proof doesn’t. Wins, losses, CLV, Brier — the full ledger is public.
If the edge is real, it shows up in the grades.
Track record → proofedge.app
One number. That’s the point.
Proof blends model win %, listed price, and data quality into a 0–160 score.
Hot / Warm / Mild. Then we stake our own paper book and keep score.
Track record → proofedge.app
Proof is live in beta.
We score sports moneylines on Polymarket & Kalshi, freeze the number at tip-off, and grade every pick after.
Edge first. Hype never.
proofedge.app
2K Followers 2K FollowingMaster your bookie business with our world-class #PayPerHead est. in 2007. Visit us at https://t.co/eXHrS3QnUh or call 1-888-300-1002. Join now get 3 weeks FREE!
498 Followers 1K FollowingWe build software, data analytics engines, automate complex work, apply AI where it creates value, and engineer secure, reliable systems.
130 Followers 2K Following# WHO IS ACTIVE ?!! I’M GIVING THE NEXT 5️⃣ PEOPLE WHO MESSSSAGE ME GUARANTEED 4 MANN PICKS FOR JUST SAY B-ET 🤟🏼 @everyone 📥
https://t.co/qzSZeS7EJh
118 Followers 2K Following🏆 Dr. Dollar
💵 Manual Trader de Automated Trading
💰Follow to become PROFITABLE
🧑💼CEO of Freedom Trading
⌚️ Watch Page freedomclocks
📍 HTX
207 Followers 99 FollowingSports research for people who want to go deeper. Models • markets • matchups. Built with faith. Run with integrity. Research, not picks. 21+
28K Followers 730 FollowingUsing math & data to help people make $$$ betting on sports | $250k+ lifetime profit | All +EV plays sent in our VIP Discord ➡️ https://t.co/ZoMESzJc1d
1K Followers 66 FollowingQuantitative football analytics driven by pure math 📊
Transparent Poisson | 240+ leagues | Live EV splits
👇 Free + Telegram → https://t.co/zLa37Ql18t
846 Followers 18 FollowingAn analytics website for baseball and hockey bettors to make it easier to find what you want. From @HeyRosenberg and @DadsThatBet 🧠
498 Followers 1K FollowingWe build software, data analytics engines, automate complex work, apply AI where it creates value, and engineer secure, reliable systems.
11K Followers 668 FollowingI’m David D. I build AI trading bots , no bullshit, no fake wins, just proof.
DaviddTech, AI Trading Lab : https://t.co/oxiWHfPOU7
74 Followers 87 FollowingModel-generated sports picks, graded in public. Every win, every loss, CLV on every card. 21+ | Gamble responsibly | 1-800-GAMBLER
317 Followers 149 FollowingSports, decoded by data.
Models, matchup breakdowns & market context across CFB, NFL, MLB, NBA & NHL.
We bet only when the edge is there.
34 Followers 23 FollowingWatch the game through the data. Live PBEcast, Player DNA, proprietary models, picks & market context across every sport. https://t.co/RjftjiO3J8
855 Followers 5K FollowingMachine Learning and Knowledge Extraction (ISSN 2504-4990) is a peer-reviewed, #scholarly #openaccess journal focus on #machinelearning and applications.
108K Followers 4K FollowingProjections, Trends, & Data Tools. Over 1000+ Daily Projections for NFL, NBA, & MLB from our Revolutionary Algorithms📊 Get Access to our Data and Insights!👇
242 Followers 33 FollowingTwitter account for Sports Data Analytics Club at Virginia Tech. Encouraging Hokies with an interest in sports and analytics.
[email protected]
127K Followers 14 FollowingDevelop profitable trading strategies, build a systematic trading process, and trade your ideas with Python—even if you’ve never done it before.
15K Followers 396 FollowingTop 30 Westgate Super Contest winner. @dubclub_win. We play spreads, money lines, and easily accessible plays. NO RANDOM PLAYS!
168K Followers 1K FollowingFormer oddsmaker turned Co-Founder and host (AGAIN) of @BetTheBoardPod. Analyst for @CBSSportsHQ / @Sportsline + part time hack on @JayonSC with @TSN_Sports
94K Followers 2K FollowingSenior Reporter @VegasInsider. Contributor at @FOXSports. Colorado native, Vegas resident. I'll take 115 degrees over snow and cold any day. #ChilisMoney