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Beat the Streak

Who is most likely to get a hit today.

Every likely starter across today's slate, ranked by a self-calibrating model of their probability of getting at least one hit — matchup, contact and plate skills, recent form, platoon and park, and history against today's pitcher.

How it works. A principled base — season average (regressed) combined with the opposing pitcher's average-against via a log5 / odds-ratio matchup, scaled by ballpark and expected at-bats — is then nudged by a self-calibrating layer that learns from real outcomes. Each night grade.py scores the previous day's picks against actual box scores and refits the factor weights. Factors:

  1. batter contact / strikeout rate
  2. batted-ball quality (BABIP)
  3. on-base skill (OBP)
  4. pitcher strikeout suppression
  5. pitcher hittability (WHIP)
  6. recent form (last 15 games)
  7. platoon split (vs pitcher hand)
  8. home / road split
  9. batter-vs-pitcher history

It is a model estimate from public data, not betting advice — lineups and pitchers can change before first pitch.

Data: MLB StatsAPI · updates daily