Model Transparency

MLB Prediction Track Record

This page is the public grading hub for MLBPrediction model calls. Every tracked pick should include the publish date, market, price, model probability, fair line, closing price when available, and final result.

Sample-size notice: this public log is new. Until more settled picks are published, the page should be read as a grading framework and live audit log, not as proof of long-term model profitability.

Current Public Log

1tracked public pick in the current public log
58.4%average model probability
0-0settled public record; pending entries excluded
April 15latest published model entry
Download CSV log
DatePublish TimeGameMarketPublished PriceModel ProbabilityFair LineClosing PriceResultNotes
2026-04-1508:00 ETBoston Red Sox at Minnesota TwinsRed Sox moneyline-136 to -14058.4%-140To be recordedPendingGrade after final score; mark void if listed starter changes.

Grading Standard

Model entries should be graded against the price available at publication time. When closing-line value is available, the closing number should be recorded separately from the win/loss result. This separates process quality from short-term variance.

What Gets Tracked

Tracked fields include date, matchup, market type, published price, model win probability, fair line, closing price, result, and notes on major scratches or pitching changes. Picks with starting-pitcher changes should be marked separately instead of silently blended into the same result set.

Metrics Published After Sample Size Builds

Brier score, log loss, ROI, hit rate, average closing-line value, and calibration by probability bucket should be published only after the log contains enough settled entries to make those metrics meaningful. Pending picks are excluded from all settled-record calculations.

Limitations

No model is guaranteed to beat a market. Baseball outcomes are volatile, lines move quickly, and public articles may be read after the original price has changed. The track record is intended to make the model process auditable, not to promise future results.