Sandlotpicks Predictions

ML models + AI analysis.
Every MLB game, every day.

A data-driven baseball analytics platform powered by AI and machine learning. We forecast batter and pitcher props using historical data, rolling metrics, and advanced ML algorithms — then layer on Scout AI scouting reports to surface the clearest edges in player matchups and betting markets.

ML Model
ML Model
Trained on 20+ seasons of MLB data
Scout AI
Scout AI
Per-game scouting reports with reasoning
Confidence Scoring
Confidence Scoring
Win probability + edge vs. the market
Game Predictions

Full-game picks powered by real models

Our ML model generates win probability, run-line projections, and over/under totals for every scheduled game — then Scout AI writes a matchup-specific scouting report explaining the edge.

  • Win probability vs. market implied odds — find where the line is mispriced
  • Projected run totals compared against posted over/under lines
  • Scout AI scouting report: pitching matchup, splits edge, key factors, red flags
  • Recommended plays ranked by confidence (1–5 scale)
Moneyline65% win prob
SEA Mariners
confidence
Total71% win prob
Over 7.5
confidence
Game Props Preview
Pitcher Props

Strikeouts, outs, and ERA props with line edges

We model every starter's projected strikeouts, pitcher outs, earned runs, and hits allowed — then compare our projections against each sportsbook's posted line to find over/under edges, surfaced with EV and confidence scoring.

  • Blended ML projection vs. sportsbook line — find the side with positive EV
  • Splits-adjusted forecasts: how each starter performs vs. LHB and RHB this season
  • Best available odds across DraftKings, FanDuel, BetMGM, Caesars, and more
  • DFS lines from PrizePicks, Underdog, and Pick6 alongside sportsbook props
Strikeouts62% win prob
Under 6.5 K
confidence
Pitcher Outs68% win prob
Under 15.0
confidence
Pitcher Props Preview
Batter Props

Hit, home run, and stolen base edges by matchup

Every batter in today's lineup gets a projection for hits, total bases, home runs, RBIs, and stolen bases — calibrated against the opposing pitcher's 2026 splits and park factors.

  • Matchup-adjusted projections: batter vs. pitcher handedness splits this season
  • Confidence score derived from model certainty and distance from the posted line
  • DFS-optimized view: PrizePicks and Underdog lines shown alongside sportsbook props
  • Scout AI batter scouting report with reasoning for the recommended side
Total Bases64% win prob
Over 1.5
confidence
Hits60% win prob
Over 0.5
confidence
Batter Props Preview

How the model works

01
ML projectionOur models generate per-stat projections with standard deviation bands, trained on historical MLB data and current-season splits.
02
Market comparisonProjections are compared against live sportsbook lines across 7+ books and prediction markets to quantify the edge.
03
Scout AI reportA game-specific scouting report is generated that explains the picks in plain language — splits, red flags, and the clearest value on the board.
04
Confidence scoringEach pick is rated 1–5 based on model certainty, distance from the posted line, and alignment between the ML projection and Scout AI reasoning.
Premium Access

Get every pick, every day.

Game props, pitcher props, batter props, Scout AI scouting reports, and live odds comparison — all unlocked with a premium subscription.

✓ Full game predictions✓ Pitcher + batter props✓ Scout AI scouting reports✓ Live odds across 7+ books