The project is in beta test. Further updates are coming.
The predictor is neural network trained on competitive history of Dota 2 matches. Updates after every match. Performance depends on available statistics. China tournaments show best results so far.
What is considered
- Overall players’ strength
- Pick vs pick advantage/disadvantage
- Team performance trends
- Teams heads-up stats
What IS NOT considered
- Current motivation of a player (play-offs/group stage/tournament importance)
- Temporary replacements are not treated well yet
- Leagues without Dota 2 TV tickets are not used for training