What smart bans can look at
League Picker can combine saved draft preferences with match history and champion select context. Over time, that makes ban suggestions more useful than a static list copied from a stats site.
Confidence should be clear
A good ban assistant should not pretend every recommendation is perfect. League Picker uses confidence language so a user can tell whether a suggestion is based on enough recent information.
Built around useful data, not personal data
Smart bans do not need passwords, real names, or private account details. The useful information is gameplay context: champions, queue type, region, rank range, accepted suggestions, and match outcomes when the app can confirm a game ended.
The best version of smart bans is transparent: users should know what data improves the suggestion and why a champion was shown.
Example smart ban explanations
- You lose often against Yasuo when playing Akali.
- You manually banned Malphite in three of your last five Top games.
- This ban is based on your last 20 ranked drafts.
- Low confidence: not enough recent games for this pick yet.