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.
Lash - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Drifter - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Mina - Item timing/build path issue: review this pattern in replays before treating it as causal.
No clear item-timing split showed up for these heroes yet, so review item timing and replay context first.
Holliday, Silver, Graves
These heroes have a readable item-timing pattern to compare in replays.
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Lash replay quality | Review | 18 | 10% | |
| Lash replay quality | Good game | 32 | 75% | |
| Win / loss | Loss | 32 | 40% | |
| Win / loss | Better | 18 | 89% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 91% | 11 | 28:38 | |
| 83% | 18 | 28:48 | |
| 73% | 27 | 23:27 | |
| 63% | 33 | 9:52 | |
| 63% | 33 | 14:42 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 18% | 12 | 33:53 | |
| 44% | 14 | 24:41 | |
| 44% | 18 | 14:50 | |
| 54% | 20 | 5:26 | |
| 54% | 20 | 7:53 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Drifter replay quality | Review | 19 | 35% | |
| Drifter replay quality | Good game | 31 | 60% | |
| Win / loss | Better | 20 | 64% | |
| Win / loss | Loss | 30 | 35% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 62% | 19 | 29:46 | |
| 61% | 30 | 19:51 | |
| 58% | 12 | 35:18 | |
| 56% | 21 | 8:29 | |
| 55% | 36 | 20:11 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 37% | 21 | 12:16 | |
| 40% | 13 | 9:08 | |
| 41% | 24 | 21:24 | |
| 42% | 23 | 7:54 | |
| 42% | 26 | 6:58 |
Review note: Item timing/build path issue: review this pattern in replays before treating it as causal.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Mina replay quality | Review | 23 | 40% | |
| Mina replay quality | Good game | 20 | 68% | |
| Win / loss | Loss | 23 | 29% | |
| Win / loss | Better | 20 | 77% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 66% | 30 | 9:29 | |
| 66% | 24 | 8:35 | |
| 65% | 30 | 24:36 | |
| 64% | 34 | 21:13 | |
| 62% | 32 | 13:48 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 19% | 10 | 14:41 | |
| 23% | 15 | 18:58 | |
| 30% | 14 | 23:44 | |
| 38% | 14 | 7:19 | |
| 48% | 43 | 1:30 |
These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.
Review note: Item timing/build path issue: review this pattern in replays before treating it as causal.
Pattern note: No clear item-timing split showed up for this hero, so this box leans on item timing instead of a main pattern.
| Item | Win rate | # | Time |
|---|---|---|---|
| 60% | 16 | 26:58 | |
| 51% | 17 | 14:02 | |
| 49% | 18 | 23:14 | |
| 48% | 12 | 26:31 | |
| 48% | 10 | 30:05 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 30% | 15 | 18:11 | |
| 38% | 26 | 2:50 | |
| 39% | 25 | 1:02 | |
| 39% | 25 | 9:44 | |
| 39% | 25 | 7:45 |
Review note: Item timing/build path issue: review this pattern in replays before treating it as causal.
Pattern note: No clear item-timing split showed up for this hero, so this box leans on item timing instead of a main pattern.
| Item | Win rate | # | Time |
|---|---|---|---|
| 49% | 24 | 17:49 | |
| 45% | 24 | 11:30 | |
| 44% | 22 | 17:33 | |
| 44% | 19 | 11:37 | |
| 43% | 13 | 27:08 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 29% | 15 | 1:03 | |
| 37% | 22 | 11:07 | |
| 39% | 14 | 17:21 | |
| 42% | 23 | 10:34 | |
| 43% | 21 | 24:45 |
Review note: Review this hero in replays before treating any pattern as causal.
Pattern note: No clear item-timing split showed up for this hero, so this box leans on item timing instead of a main pattern.
| Item | Win rate | # | Time |
|---|---|---|---|
| 70% | 14 | 23:46 | |
| 63% | 16 | 4:07 | |
| 60% | 17 | 27:07 | |
| 57% | 11 | 20:40 | |
| 56% | 27 | 1:01 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 46% | 24 | 16:40 | |
| 47% | 28 | 16:14 | |
| 49% | 22 | 12:42 | |
| 50% | 26 | 10:40 | |
| 50% | 12 | 13:00 |
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.