TipsterCompetition
Where TipsterCompetition is heading: sharper machine learning, the latest AI models, published tipster results and tip proofing for other sites.
TipsterCompetition is built to keep improving. The honest-record foundation is in place: tips sealed at real odds, nothing ever deleted, previews built on facts. The plans below are about making the predictions sharper and extending that honesty beyond our own pages.
These are goals, not promises of dates or results, and we will update this page as they develop.
We run machine-learning experiments most weeks, looking for gaps in the market. That work continues, alongside refinement of the algorithmic side: Poisson goal models, our own Elo ratings, consensus across models, historic trends and odds ranges. Each idea is measured against what already works and kept only if it adds something. The details are on the methodology page.
AI is moving quickly. We plan to keep evaluating the newest models and using them to refine our choices and look for edges, as well as to keep improving the quality and readability of previews. New models earn their place in the pipeline by passing the same fact-checking and testing as the old ones, as described in how we build AI previews.
Our tipsters are automated models, and each is still being tuned. The plan is to publish their results prominently once they are fine-tuned and proven, so that a model's record speaks for itself rather than being buried in a feed. The settled history is already open to view on the results page, and you can meet the models on the AI tipsters page.
Because nothing is deleted, the path to a proven model is visible to everyone, including the early, less polished stages.
Competitions are where this site started, and we want them back. We are looking at letting other sites run their own tipster competitions on TipsterCompetition, using the same set odds, the same settlement rules and the same sealed, nothing-deleted record. We would also like to run bookmaker-sponsored competitions again, as we did in our earlier leagues, with free entry and real prizes.
The market for tips is rightly distrusted. When a site says "this is our profit", there is often no way to check it. We want to change that with tip proofing: a service that lets a tipster or site be checked against a full, timestamped history, with tips recorded before kick-off at the odds available and nothing removed.
Our own sealed record is the working model for it, and we believe transparency of this kind is how a distrusted market earns trust back.
Whatever changes, four things will not:
You can see these promises set out in full on the about hub, and the story behind them on our story page.
We build for readers, and reader feedback often decides what happens first. Suggestions, corrections and ideas are all welcome through corrections and feedback or the contact page.
Better models do not make betting risk-free. Football stays unpredictable, and no improvement to our methods can guarantee a win. If you gamble, do so within your means, and visit our responsible gambling page for free support whenever you need it.