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Blog and learning
Find a published guide, inspect its sources, and put the idea into practice.
Articles
- How Claude Fable Became Shark Snip's Edge Engine (and What That Means for Your Bets)Anthropic's Claude Fable designed Shark Snip's model lab: calibrated probability intervals, replay-proof backtests, and an AI that says when not to bet.
- UFC Fight Night Modeling: Approaches Beyond the Eye TestA UFC betting model framework: striking differential, takedown defense, age curves, and weight cuts as features for predicting fight outcomes.
- Building Your First Betting Model with StudioA walkthrough of Studio: pick what to predict, choose your inputs, train, test on past seasons, and turn an idea into a real sports-betting model.
- 2026 NBA Finals Player Props Models: Tatum, Jokic, Usage, MatchupsNBA Finals player props models for 2026: usage, defender penalties, pace, fatigue, and matchup pivots for Tatum, Jokic, Shai, and every key prop.
- Glass Box vs Black Box Betting Models: Why Transparency WinsGlass box vs black box betting models: why models you can see, test on past seasons, and copy yourself beat opaque pick services long-run.
- Modeling NFL Like an Analyst: Spread, Total, and Player Props from ScratchBuild NFL prop, spread and total models from scratch: what stats to feed them, keeping confidence honest, removing the vig, and sizing bets in-browser.
- No-Code Sports Betting Studio HandbookNo-code betting model handbook: drag and drop a model, test it on past seasons, check it beats the closing line, build an NFL spread model in 10 minutes.
- MLB Platoon-Split Prop Modeling 2026: When the Lefty-Righty Edge Survives the BullpenHow to weight platoon splits in MLB hitter prop models — when the starter L/R edge survives the bullpen, and the Baseball Savant features that drive it.
- Monday Night Football Totals 2026: Where the Prime-Time Totals Edge HidesWhy Monday night NFL totals systematically trade above their fair number, with 2026 MNF schedule context and a pace-plus-weather under model.
- WNBA Pace-Adjusted Totals 2026: Building a Low-Liquidity Edge in a Growing MarketA pace-adjusted WNBA totals model on stats.wnba.com data: per-possession scoring × possessions, a 2025 backtest, and a Studio brick.
- Brier Score for Bettors (Plain English + Live Plot)A live chart of Brier score against forecast probability, with eight real pick confidence values marked -- no Week 1 pick has graded yet.
- Backtest a Sports Betting Model in Your Browser (Cornerstone)How to backtest a sports betting model in the browser with TensorFlow.js. Train, evaluate, and ship a model on your own device with no upload.
- Calibration Plots: Why Your 60% Picks Should Hit 60%A bettor-friendly guide to calibration plots. Reliability diagrams, isotonic and Platt recalibration, and how to spot overconfident models.
- Client-Side vs Python Betting Models: Latency, Privacy, ReproducibilityClient-side betting models (TensorFlow.js) vs Python pipelines (PyTorch, scikit-learn), compared on latency, privacy, reproducibility, and capability.
- Coin Betting Sims vs Real-Money Sportsbooks: When Each WinsA sports betting simulator with no real money is a serious tool, not a toy. Where coin sims beat real-money books for learning, modeling, and strategy.
- How a Deterministic Live-Betting Sim Works (Replayable Seeds)How a deterministic live betting simulator works: seeded play-by-play, replayable rounds, and coin pools that settle byte-identically every replay.
- NCAA Women's Basketball Totals Model: A Browser RecipeBuild an NCAA WBB totals model in the browser using pace, eFG%, and conference splits — with UConn, Iowa, LSU, and USC worked examples.
- NGS Speed and Route Trees as WR Prop FeaturesUse Next Gen Stats max speed and BDB route trees as WR prop features. 21+ mph thresholds, route-mix encoding, target-shadow math, and prop-board impact.
Answers, short and sourced
- Are sports betting models worth paying for?
Sports betting models are worth paying for only if they show credible proof of beating no-vig closing prices. Pay for transparent edge, not confident picks, glossy records, or a feed that hides its math.
- Are free betting calculators accurate?
Free betting calculators are accurate when they use the correct formulas. No-vig, Kelly, and parlay EV math is deterministic, so the real edge comes from your probability inputs, not a paid calculator wrapper.
- How accurate are model-based NFL picks?
Model-based NFL picks are accurate when they beat break-even over time, but calibration and CLV matter more than a single win rate; about 52.4% ATS breaks even at -110.
Pundit ledger
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Hit rate 62.3% on 56 graded calls, 95% range 60 to 83%.
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Hit rate 58.4% on 27 graded calls, 95% range 55 to 87%.
Portland Trail Blazers (Official)
Hit rate 55.7% on 20 graded calls, 95% range 48 to 85%.
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Hit rate 40.0% on 25 graded calls, 95% range 15 to 65%.
Podcasts
- Did we just watch the END of the Jameis Winston experience?!
- ITB Postgame Show: Where Do Eagles Go From Here After Fourth Straight Loss?
- Giants Insane Comeback Falls Short Vs Saints | 1035
- Eagles/Panthers Postgame Pod: We Got Three Weeks To Save The Season
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