How we use advanced sabermetrics, statistical analysis, and market research to identify potential betting edges. This is where analytics stop being academic and start being actionable.
Our analysis examines dozens of data points per game, from starting pitcher xFIP to bullpen fatigue metrics, team-level wOBA splits, park factors, and weather conditions. The goal is not just to predict who wins. The goal is to identify where the market may be mispricing a matchup.
Traditional handicapping relies on gut feel, recent form, and narrative. Our approach prioritizes what actually predicts outcomes: pitcher quality (xFIP, SIERA, K-BB%), offensive production (wOBA, barrel rate, chase rate), and systemic factors (travel, rest days, altitude). We use advanced analytics research combined with AI-assisted analysis to cover every angle.
When our analysis suggests a team's true win probability differs from the market price, that is a potential edge worth exploring. That gap between analytical assessment and market pricing is where value can be found.
We evaluate starters using xFIP (removes home run variance), SIERA (accounts for batted ball data), K-BB% (the most stable pitching metric), and CSW% (called strikes plus whiffs). These metrics strip out luck and noise to reveal true pitcher quality. When a starter's ERA is 3.20 but his xFIP is 4.40, regression is likely coming, and the market is usually slow to price it in.
Hitting is assessed through wOBA (weighted on-base average), barrel rate (the best predictor of power output), chase rate (discipline under pressure), and platoon splits. A team that ranks 5th in runs scored but 18th in wOBA against same-side pitching is a team that may be due for regression.
We analyze lineup-by-lineup matchup data, bullpen availability, and in-game leverage scenarios using publicly available statistics. Our AI-assisted research process examines probability ranges rather than single-point predictions, which is critical for properly sizing bets and identifying value in totals markets.
Our analytical conclusions are compared against closing lines from major sportsbooks. We track CLV (closing line value) as a key measure of analytical accuracy, because beating the closing line is widely considered the most reliable indicator of long-term profitability in sports betting.
Each area of our analytical approach is documented in detail. These guides explain not just what we analyze, but why each metric matters for bettors specifically.
The full breakdown of how predictions are generated, from data ingestion to final probability output. Links to every sub-component.
EngineStep-by-step walkthrough of the analytical process, from raw data to game-day projections.
ArchitectureThe design philosophy behind our analytical approach. How we select which metrics matter and validate our methods.
MetricsWhich sabermetrics predict outcomes and which are noise. Data-driven analysis of metric predictive power.
SimulationUnderstanding how game simulations work and how probability distributions can identify value in totals and props markets.
ModelsAn overview of different prediction approaches and how various analytical methods complement each other.
AccuracyUnderstanding the inherent uncertainty in MLB prediction. Why even good models "lose" 40%+ of games.
VarianceThe relationship between expected value and short-term results. Why variance is not a model failure.
MarketHow our projections compare against market-implied probabilities. Where the market misprices and why.
UncertaintyQuantifying prediction confidence intervals. Why probability ranges matter more than point estimates.
CLVThe gold standard of betting analysis evaluation. Understanding and tracking CLV across markets.
FundamentalsCore concepts every bettor needs: bankroll management, Kelly criterion, expected value, and line shopping.
We document every prediction and every result. No disappearing picks, no after-the-fact edits. Our Track Record page shows the complete history, including losses.
Transparency is not optional for a betting analysis site. If you cannot verify performance independently, the analysis is not worth your time. We publish predictions before games and grade them publicly after.
Check our Trends page for historical patterns and our Daily Analysis for current analytical output with full breakdowns.