MLB Comeback Lab

Tampa Bay Rays 7th Inning Comeback Rally & Win Probability Swing Lab

Grounded in source reporting by @MLB: "A 4-run 7th inning boosts @RaysBaseball to a comeback win!"
๐ŸŸ๏ธ 7th Inning Diamond & Base-Out State Bottom 7th | 0 Outs
Rays (Deficit → Lead)
3 → 4
Opponent
3
Win Expectancy
14.0%
Leverage Index
1.85 (High)
PA 1: Leadoff Hitter
Pre-7th
Pre-7th Inning Context: Rays trail by 3 runs. Base-out state: Empty, 0 Outs. Initial Win Expectancy sits at 14.0%.
๐Ÿ“ˆ Live Win Expectancy Swing (WPA) Cumulative WPA: +0.00
100% 50% 0%
๐Ÿ“Š RE24 Run Expectancy & Out State RE: 0.481 runs

Expected additional runs to score in remainder of inning based on current runners and outs:

โš™๏ธ Managerial Counterfactual Sandbox

Simulate alternative decisions to see how Rays win probability model adjusts:

๐Ÿ“‹ Plate Appearance Ledger
PA Batter Count Event Runs WE Δ WPA
Statistical Model Note: Win Expectancy calculations represent historical win probabilities for MLB home teams in the 7th inning under corresponding run differentials, base runners, and out states.
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