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THE SWEAT LOCKER
Pipeline Driven Sports Analytics App. Every Result Logged. Every Miss Explained. More Data, Less Sweat
Pipeline Driven Sports Analytics App. Every Result Logged. Every Miss Explained. More Data, Less Sweat

Most sports bettors are running five tabs before a game. One app for injury news. Another for line movement. A third for advanced stats that dumps raw numbers with zero context. A fourth for someone else's picks with no explanation behind them.
A veteran saw that gap and built something different.
The Sweat Locker is a single platform that pulls pitcher contact profiles, defensive ratings, park factors, first-inning splits, NBA net efficiency, UFC fight history, bullpen workload, market line movement — runs it through a real analytics pipeline — and surfaces it in plain language before every game. Jerry, our resident analyst, reads from the pipeline and tells you what actually moves the needle. No noise. No tab-switching. No blind picks from a stranger.
And every pick is logged. Every miss is explained. When a play type isn't hitting — like our OVER-lean signal that went 0-10 in April — we pull it. When a tier overcorrects, we tell you. The track record is open. The misses are loud. That's the point.
One app. Every signal. You decide.
Pipeline refreshes twice daily — at 8am and 2pm ET — so lineups, lines, and umpires lock in before you bet.





Most sports analytics apps run your question through an AI and call it a model. We built an actual pipeline.
Every day before games tip off, our system pulls real data across the sports we cover — MLB pitcher Statcast metrics, NBA net efficiency and pace, UFC fighter striking and grappling profiles, plus park factors, weather, umpire tendencies, line movement, injury news, and bullpen workload. It runs through our pipeline, writes to a live database, and feeds every score, badge, and play call you see in the app.
Then we grade it. Every pick is logged with the model output that produced it. Every cohort is audited daily — if a tier stops hitting, we see it within days, not months. Jerry doesn't guess. He reads the model. And the model gets a report card every morning.
⚾ MLB — Live - The deepest baseball coverage in any consumer app. Every game processes:
🏀 NBA — Live
🥊 UFC — Live
🏀 NCAAB — Coming November 2026 - KenPom inspired efficiency model, four-factors (eFG%, TO%, OR%, FT rate), tempo, strength of schedule. All 365 D1 teams normalized through our alias table. Foundation deployed May 2026 — daily picks activate when regular season starts.
🏈 NFL — Targeting Week 1 of the 2026 Season - The biggest betting market in America. Our NFL model will process:
Hit rates and audit data refresh daily inside the app.
Jerry — Your Pipeline Analyst
Most "AI-powered" sports apps run your question through a chatbot and call it a model. Jerry doesn't search the internet and guess — he reads xERA gaps, defensive ratings, platoon advantages, NBA net-rating differentials, fighter striking profiles, and conviction flags directly from our pipeline, then explains what it means in plain language.
Tight reads. No filler. No tab-switching.
Four tools live in the Jerry tab:
🧠 Prop Jerry — Top 15 prop edges from our pipeline daily, served fresh every afternoon once lineups confirm. Conviction-tiered (PRIME / STRONG / LEAN) with labeled signals — ump tendency, recency split, contact profile, opposing bullpen workload — so you see why the edge exists, not just that one does. Currently MLB pipeline-driven; NBA and NHL surface market-side edges with model overlay.
🎲 Daily Degen — A 3-5 leg parlay built each day from the slate's highest-conviction signals. Generated once on the 2pm ET pipeline run — same pick for every user. No personalization, no upsell. Either the slate had it or it didn't.
🐕 Dawg of the Day — One underdog moneyline per slate where our pipeline sharply disagrees with the market. Triggered only when the spread-delta gap clears our threshold — most days there isn't one, and we don't force it.
📋 Record — Verified performance, model-by-model. NRFI lean-tier hit rates, Prop Jerry results, Play of the Day record, Dawg of the Day record. Auto-resolved via MLB Stats API and BDL box scores. Misses logged. Cohorts audited daily.
Jerry is powered by Anthropic's Claude AI model. Prompts are not stored or used for training. Full disclosure in our Privacy Policy.
Every game gets a Sweat Score from 0 to 100. Scores at 68 or above are Prime Sweats — plays where multiple independent signals stack in the same direction.
The score isn't vibes. It's a weighted blend of five signal buckets: model mismatch, situational edge, line trajectory, sharp signal, and market efficiency. The weights shift by sport based on how much we actually trust our pipeline there:
Sport: What dominates the score: MLB: Model 45% / Situational 25% / Line 12% / Sharp 10% / Market 8% — deepest pipeline, model leads. NBA: Model 40% / Situational 25% / Line 15% / Market 10% / Sharp 10% — strong model, calibration mode. NCAAB: Model 35% / Situational 25% / Line 15% / Sharp 15% / Market 10% — KenPom-inspired (live Nov 2026) UFC Sharp 30% / Market 20% / Model 20% / Line 15% / Situational 15% — sharp money moves first in MMA. NHL: Market 25% / Line 25% / Sharp 25% / Model 15% / Situational 10% — no proprietary model yet. NFL: Sharp 25% / Line 25% / Market 20% / Situational 15% / Model 15% — pipeline launches Week 1 2026
The score is compressed, not inflated. Most apps tune their headline number up so it feels like every game is a Lock. We do the opposite — our normalization curve maps a raw 75 down to a displayed 68, so the Prime Sweat threshold genuinely means rare and stacked. Fewer Prime Sweats. Higher hit rate when they fire.
Once the 2pm ET pipeline run locks in confirmed lineups, umpire assignments, weather, and final lines, the Sweat Card generates — a single daily summary card that surfaces the day's Play of the Day, Dawg of the Day, Daily Degen tier, and the live audit hit rates behind each tier. One card. The whole slate at a glance. Refreshes nightly.
We track everything publicly because we believe in the model.
Every pick is logged with the model output that produced it. Every cohort is audited daily across rolling 7-day, 30-day, and season-to-date windows. When a tier stops hitting, we don't quietly bury it — we downgrade or pull it. We pulled our OVER-lean badge in April after it went 0-10. We downgraded our NBA Net Rating STRONG-tier to LEAN in May after it audited at 36% on 11 games. The misses are loud on purpose.
What's tracked, all visible inside the Jerry tab → Record:
⚾ NRFI Model — split by conviction tier. 🟢 PRIME (90-94 score) and 🔵 Mild Lean (70-79). Hit rates updated after every game resolves.
🐕 Dawg of the Day — every underdog ML the model fired, with rolling W-L and pending count.
🧠 Pipeline Props — conviction-tiered (PRIME / STRONG / LEAN) results broken down by tier and by prop type (Ks, Hits, NRFI legs). The post-pivot system.
🔒 Play of the Day — last 14 days visible in-app, full game tile + result.
📊 Live tier calibration — rolling hit-rate audit per cohort, refreshed daily on the 8am and 2pm ET pipeline runs.Auto-resolved via MLB Stats API and BDL box scores. No manual scorekeeping. No retroactive grading.
Past performance does not guarantee future results. This is analytics, not a guarantee.
Three structural moves:
The edge in sports betting isn't picking winners. It's finding spots where the market has mispriced something the model sees clearly.
A pitcher with a 5.2 xERA and a 5.8 ERA bullpen behind him facing a wRC+ 115 lineup — that's not a hunch. That's a pipeline flag that triggers a conviction grade before we ever check the odds. The same shape plays out in every sport we cover: net rating gaps the market hasn't fully priced in NBA. Striker-vs-grappler matchups in UFC where the line lags the model. Pace-and-defense splits in NCAAB.
Then we grade it. Every flag, every conviction tier, every miss — logged and audited daily, in plain sight. When a tier stops hitting, we pull it. When the model overcorrects, we say so.
That's the difference between The Sweat Locker and everything else.
More Data. Less Sweat.
Last Updated: April 2026
Note: "Hard Rock Bet" and the guitar logo are trademarks of the Seminole Tribe of Florida/Hard Rock Digital. Referenced for informational purposes only.
WHO WE ARE: The Sweat Locker is a AI powered, model driven, sports analytics application owned and operated by The Sweat Locker LLC, a veteran-owned business. Contact us at: support@thesweatlocker.com
DATA WE COLLECT
Data you provide:
Data collected automatically:
We do not collect location data, financial information, social security numbers, or government IDs.
HOW WE USE YOUR DATA
We never sell your data. We never share your data with advertisers.
THIRD PARTY SERVICES
The Sweat Locker uses the following third party services to operate:
YOUR DATA RIGHTS
SUBSCRIPTIONS
AI-GENERATED CONTENT: Jerry AI analysis is generated by Anthropic's Claude AI model and is intended for entertainment and informational purposes only. AI analysis does not constitute financial or betting advice. Past model performance does not guarantee future results.
AGE REQUIREMENT: The Sweat Locker is intended for users 18 years of age or older. We do not knowingly collect data from users under 18. If you believe a minor has created an account please contact us immediately.
DISCLAIMER: The Sweat Locker provides sports analytics for entertainment purposes only. We do not facilitate wagering of any kind. Nothing in this app constitutes betting advice. Please bet responsibly and in accordance with your local laws and regulations.
CHANGES TO THIS POLICY: We may update this Privacy Policy periodically. Continued use of the app after changes constitutes acceptance of the updated policy. Material changes will be communicated via in-app notification.
CONTACT: The Sweat Locker LLC support@thesweatlocker.com
1. ACCEPTANCE OF TERMS: By downloading, accessing, or using The Sweat Locker ("App"), you agree to these Terms of Service. If you do not agree, do not use the App.
2. ELIGIBILITY: You must be at least 18 years of age to use this App. If sports betting is legal in your jurisdiction, you must also meet the minimum legal betting age required there. Sports betting is not legal in all jurisdictions — you are solely responsible for knowing and complying with your local laws. We do not facilitate wagering of any kind.
3. NATURE OF THE APP: The Sweat Locker is a sports analytics and information tool for entertainment purposes only. Nothing in the App constitutes financial, legal, or gambling advice. Jerry AI analysis is generated by artificial intelligence and reflects model outputs, not professional advice of any kind.
4. NO GUARANTEE OF RESULTS: The Sweat Score, NRFI Model, Prop Jerry grades, EV calculations, and all analytical outputs are probabilistic in nature and based on historical data patterns. Model performance records displayed in the App reflect past results only. Past performance does not guarantee future results. You may lose money betting on sports regardless of information provided by this App.
5. SUBSCRIPTIONS AND BILLING:
6. DATA ACCURACY: We make no warranty that data is complete, accurate, or current at all times. Pipeline data is updated twice daily. Always verify odds and lines with your sportsbook before placing any wager.
7. AI-GENERATED CONTENT: Jerry AI is powered by Anthropic's Claude AI model. AI-generated analysis may contain errors, omissions, or outdated information. We are not responsible for decisions made based on AI-generated content. Jerry AI analysis is clearly labeled as AI-generated throughout the App.
8. RESPONSIBLE GAMBLING: We are committed to responsible gambling. If you or someone you know has a gambling problem:
Please gamble responsibly and within your means.
9. PROHIBITED USES: You agree not to:
10. THIRD PARTY SERVICES: The App integrates with third party services including Apple, RevenueCat, Supabase, Anthropic, and various sports data providers. Your use of those services is subject to their respective terms and privacy policies. We are not responsible for third party service outages or data errors.
11. LIMITATION OF LIABILITY: To the fullest extent permitted by law, The Sweat Locker LLC and its developers, officers, and affiliates shall not be liable for any direct, indirect, incidental, or consequential damages arising from your use of the App, including but not limited to gambling losses, decisions made based on App analytics, or service interruptions.
12. DISCLAIMER OF WARRANTIES: The App is provided "as is" without warranties of any kind, express or implied. We do not warrant that the App will be error-free, uninterrupted, or that data will always be accurate or current.
13. CHANGES TO TERMS: We reserve the right to update these Terms at any time. Continued use of the App after changes constitutes acceptance of the updated Terms. Material changes will be communicated via in-app notification.
14. GOVERNING LAW: These Terms are governed by the laws of the State of Florida. Any disputes shall be resolved in the courts of Brevard County, Florida.
15. CONTACT: The Sweat Locker LLC support@thesweatlocker.com
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The Sweat Locker LLC