ESL Challenger League Season 52 Asia-Pacific Cup 1 · BO3
pre-match predictionNNSN
series probability
50%50%
model: map winrate + form + head-to-head
QQuantumX
Before 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.
AncientNSN pick
40%40%
NSN · 1 mapnearly even +0%QuantumX · 1 map
Dust2QuantumX ban
50%40%
NSN · 0 mapsedge NSN +10%QuantumX · 1 map
InfernoNSN ban
40%50%
NSN · 1 mapedge QuantumX +10%QuantumX · 0 maps
Most likely veto scenario
1. BanNSN remove Inferno
2. BanQuantumX remove Dust2
3. PickNSN take Ancient