Fixed a critical issue where deactivated experimental models were contaminating historical performance metrics, causing artificially deflated accuracy and yield figures. The prediction deduplication view now strictly uses active production models. Additionally, four missing ETL steps (odds, injuries, lineups, derbies) were added to the automated daily pipeline, ensuring all data sources stay fresh for every prediction cycle.
All 14 models retrained after rigorous holdout backtesting. Two hyperparameter configurations were tested per market on a true out-of-sample period (Feb 20 – Mar 20, 2,290 fixtures with verified odds). Each market now runs the configuration that produced the best real-world performance. The 1x2 model switches to a conservative profile that showed stronger calibration on match outcomes.
Signal Analytics now features an "Our Edge / All Markets" toggle. Default view shows only markets where our models demonstrate a sustained edge over bookmaker odds — switch to "All Markets" for full transparency across all 14 markets. Analytics accuracy improved by restricting analysis to current production model predictions only.
New Signal Analytics page with cumulative yield charts, market and league breakdowns, and signal strength distribution. Results now show full match phases (HT, FT 90', Extra Time, Penalties) for knockout matches — predictions remain evaluated on the 90-minute result. Score sync expanded to include matches decided in extra time or penalties.
All 14 prediction models retrained with optimized hyperparameters, tuned for better generalization. Added league draw rate analysis to improve match outcome predictions. Validation results: 10 markets improved, 0 worsened, 4 unchanged.
Each of our 14 specialist models now uses an individually optimized feature set, selected through systematic ablation testing. Each market model only uses the data dimensions that actually improve its predictions, reducing noise and improving accuracy.
Predictions are now generated automatically every day at 06:00 UTC. The pipeline collects the latest data, updates ratings and features, and produces fresh predictions for upcoming matches. Weekly model retraining runs every Sunday.
Ganhar launches with 14 specialist prediction models covering full-time and half-time markets across 900+ leagues worldwide. All predictions, models and accuracy data are open for verification — no signup required.
For live accuracy metrics, visit Track Record →