Serpix Tennis publishes data-driven predictions for every singles match at W15 Alkmaar, a ITF ITF event played on hard. Our experts weight hard-court form, recent results, head-to-head history and market odds to produce a win probability and a value read for each match.

On hard courts, all-round baseline quality and consistency tend to dominate, which our experts capture through recent form and head-to-head data. Predictions are published as soon as the draw is released and updated with the latest odds on match day.