ESL Challenger League Season 52 Asia-Pacific Cup 1 · BO3
pre-match predictionJSJust Swing
series probability
42%58%
model: map winrate + form + head-to-head
Rare Atom#101 in the worldBefore the match the model relies on historical data: each team's winrate on every map in the pool over 3 months, current form and head-to-head. Once the veto happens, the prediction is recalculated for the real map pool.
Map veto prediction
For each map — both teams' winrate over 3 months. The model guesses who bans it and who keeps it: teams remove maps where they are weaker and pull toward their strong ones.
CacheJust Swing pick
60%75%
Just Swing · 1 mapedge Rare Atom +15%Rare Atom · 4 maps
InfernoRare Atom ban
60%50%
Just Swing · 1 mapedge Just Swing +10%Rare Atom · 2 maps
AncientRare Atom ban
50%50%
Just Swing · 0 mapsnearly even +0%Rare Atom · 2 maps
Dust2Just Swing ban
50%50%
Just Swing · 0 mapsnearly even +0%Rare Atom · 2 maps
AnubisRare Atom pick
50%60%
Just Swing · 0 mapsedge Rare Atom +10%Rare Atom · 1 map
MirageJust Swing ban
50%60%
Just Swing · 0 mapsedge Rare Atom +10%Rare Atom · 1 map
Most likely veto scenario
1. BanJust Swing remove Mirage
2. BanRare Atom remove Ancient
3. PickJust Swing take Cache
4. PickRare Atom take Anubis
5. BanRare Atom remove Inferno
6. BanJust Swing remove Dust2