Game Win Probability
Rules v1 liveConservative probabilities from transparent team, starter, and availability rules.
Beta
Prediction Intelligence
Predictions
Explainable MLB game forecasts using team form, expected starters, injury context, and market-aware comparisons.
Prediction Performance
Model tracking is still early. Accuracy metrics become more meaningful as more games are scored.
Predictions Scored
302
All tracked model versions
Overall Accuracy
58%
Rules v1: 58%
High Confidence Accuracy
59%
187 scored games
Last Scored Game
Jul 27, 2026
Latest completed prediction
Upcoming Game Predictions
Rules-based v1 forecasts with deliberately conservative probabilities and concise, deterministic reasoning.
Predictions are being prepared.
Check back soon as the rules-based prediction pipeline processes the next slate of MLB games.
Prediction Performance
Completed games scored against the forecast stored for each model version.
Accuracy by Confidence
Performance grouped by the confidence assigned before the game.
Low
51%
63 scored games
Medium
60%
52 scored games
High
59%
187 scored games
Recent Prediction Results
| Date | Game | Predicted Winner | Actual Winner | Result | Confidence | Model |
|---|---|---|---|---|---|---|
| Jul 27, 2026 | BOS at ATH | BOS | BOS | Correct | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | NYY at CWS | NYY | NYY | Correct | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | BAL at DET | BAL | BAL | Correct | Low | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | HOU at LAA | HOU | HOU | Correct | Low | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | PHI at MIA | PHI | MIA | Incorrect | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | ATL at NYM | ATL | NYM | Incorrect | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | ARI at PIT | ARI | PIT | Incorrect | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | MIL at SF | MIL | SF | Incorrect | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | CHC at STL | CHC | CHC | Correct | High | rules_based_v1 v0.2.0 |
| Jul 27, 2026 | SEA at TEX | TEX | TEX | Correct | Medium | rules_based_v1 v0.2.0 |
Prediction Roadmap
What is active in rules-based v1 and what remains on the model roadmap.
Projected Score
PlannedExpected run production for both clubs with transparent uncertainty ranges.
Expected Starters Impact
Rules v1 liveProbable starter ERA and WHIP contribute when both starters are available.
Injury-Adjusted Context
Rules v1 liveActive injury counts provide a small, capped availability adjustment.
Market Line Comparison
Rules v1 liveAXScout probabilities are compared with the latest available moneyline.
Prediction History
Tracking liveCompleted forecasts are scored by model version with confidence-level accuracy.
Pitcher Archetype Matchups
Rules v1 liveTeam results against starter archetypes provide a small, sample-aware adjustment when available.
Data Foundation
The warehouse-backed context used by the current prediction rules.
- Team season metrics
- Rolling 7-day team metrics
- Rolling 14-day team form
- Probable starting pitchers
- Pitcher ERA and WHIP
- Active injury reports
- Append-only market odds snapshots
- Team offense by pitcher archetype