Machine Learning Deadlock Analytics
Fixation is a data-driven analytics site for Deadlock. A calibrated model estimates your team's probability of winning at every moment of every match — and everything on the site measures decisions against it: itemisation today, laning, jungle pathing and macro next. Not pick rates. Not vibes. Measured impact, always with the sample size shown.
Itemisation
Every item a hero's players actually buy, scored by Win Probability Added— the change in win probability between buying an item and the end of its life, averaged over similar situations. See what the most popular purchases are really worth, when they're bought, and what happened to the players who bought them.
In the pipeline
The same engine, pointed at the rest of the game. In development, in this order:
The first ten minutes, second by second: trades, denies and lane pressure — and what each is worth in win probability.
Farm routes reconstructed from movement data: which camp patterns convert time into souls — and wins — most efficiently.
Grouping, objectives and mid-boss: when contesting pays, when conceding is right, and what each rejuvenator fight actually swings.
Every figure on the site is correlational evidence, shown with its sample size.