Each hero below has its own review box again. Use the loss patterns as replay topics first, then compare against the stronger pattern before changing the build.
Shiv - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Every modeled hero has a usable item-timing path.
These heroes have a readable item-timing pattern to compare in replays.
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 47% | 15 purchases | 16:58 | |
| 43% | 21 purchases | 18:07 | |
| 40% | 29 purchases | 19:31 | |
| 38% | 12 purchases | 31:20 | |
| 38% | 29 purchases | 14:38 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 16% | 12 purchases | 22:52 | |
| 18% | 17 purchases | 11:22 | |
| 19% | 10 purchases | 12:00 | |
| 19% | 19 purchases | 24:41 | |
| 21% | 19 purchases | 13:53 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 53% win rate | 19 matches | 21 kills | |
| 46% win rate | 13 matches | 14 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 23% win rate | 13 matches | 17 deaths | |
| 9% win rate | 11 matches | 10 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 29% win rate | 17 matches | 26 kills / 19 deaths |
Use these hero boxes as replay checklists. The patterns are signals, not proof: compare the losing pattern games against the stronger pattern games before changing the whole build. Treat items listed under watch carefully as possible already-hard-game buys before treating them as the cause.