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.
Venator - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Wraith - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Warden - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Victor - Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
Seven - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Lash - Weapon investment issue: the losing pattern points to heavier early weapon spend.
No clear item-timing split showed up for these heroes yet, so review item timing and replay context first.
Mirage, Infernus, Shiv, Drifter, Abrams, Mina, Billy, Haze, Ivy, Vindicta
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 |
|---|---|---|---|---|
| Venator replay quality | Review | 20 | 26% | |
| Venator replay quality | Good game | 30 | 67% | |
| Win / loss | Loss | 28 | 39% | |
| Win / loss | Better | 22 | 64% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 70% | 10 | 27:06 | |
| 68% | 19 | 23:14 | |
| 60% | 15 | 8:40 | |
| 58% | 17 | 25:11 | |
| 58% | 12 | 6:48 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 34% | 23 | 20:55 | |
| 40% | 10 | 2:21 | |
| 40% | 10 | 20:35 | |
| 44% | 9 | 5:40 | |
| 46% | 11 | 3:40 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Wraith replay quality | Review | 28 | 38% | |
| Wraith replay quality | Good game | 22 | 78% | |
| Win / loss | Loss | 28 | 29% | |
| Win / loss | Better | 22 | 64% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 63% | 14 | 26:50 | |
| 61% | 21 | 32:43 | |
| 60% | 15 | 15:21 | |
| 56% | 23 | 1:04 | |
| 56% | 25 | 13:46 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 29% | 20 | 17:30 | |
| 30% | 16 | 14:57 | |
| 34% | 22 | 1:29 | |
| 36% | 34 | 12:40 | |
| 37% | 16 | 2:05 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Warden replay quality | Review | 26 | 27% | |
| Warden replay quality | Good game | 24 | 75% | |
| Win / loss | Loss | 26 | 35% | |
| Win / loss | Better | 24 | 75% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 72% | 14 | 29:20 | |
| 65% | 20 | 23:58 | |
| 64% | 28 | 26:25 | |
| 64% | 11 | 29:07 | |
| 62% | 42 | 19:24 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 40% | 18 | 4:32 | |
| 40% | 15 | 9:24 | |
| 45% | 9 | 28:52 | |
| 50% | 38 | 12:16 | |
| 54% | 41 | 7:25 |
Review note: Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Victor replay quality | Review | 32 | 36% | |
| Victor replay quality | Good game | 18 | 81% | |
| Win / loss | Loss | 32 | 22% | |
| Win / loss | Better | 18 | 71% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 66% | 27 | 30:52 | |
| 61% | 17 | 33:26 | |
| 52% | 35 | 27:21 | |
| 51% | 25 | 10:33 | |
| 50% | 32 | 26:50 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 38% | 34 | 13:32 | |
| 39% | 50 | 13:13 | |
| 40% | 25 | 25:31 | |
| 40% | 49 | 1:07 | |
| 40% | 49 | 7:42 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Seven replay quality | Review | 28 | 29% | |
| Seven replay quality | Good game | 22 | 78% | |
| Win / loss | Loss | 28 | 38% | |
| Win / loss | Better | 22 | 68% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 63% | 15 | 22:52 | |
| 59% | 30 | 11:38 | |
| 59% | 23 | 9:02 | |
| 59% | 32 | 17:59 | |
| 59% | 30 | 13:30 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 33% | 18 | 4:01 | |
| 34% | 24 | 25:03 | |
| 40% | 19 | 10:17 | |
| 41% | 16 | 20:15 | |
| 44% | 18 | 19:04 |
Review note: Weapon investment issue: the losing pattern points to heavier early weapon spend.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Lash replay quality | Review | 21 | 41% | |
| Lash replay quality | Good game | 18 | 62% | |
| Win / loss | Loss | 20 | 44% | |
| Win / loss | Loss | 19 | 34% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 55% | 9 | 14:32 | |
| 50% | 10 | 25:06 | |
| 45% | 26 | 12:39 | |
| 44% | 24 | 22:38 | |
| 43% | 23 | 14:24 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 31% | 10 | 19:50 | |
| 31% | 13 | 9:33 | |
| 36% | 22 | 12:33 | |
| 36% | 30 | 14:19 | |
| 38% | 36 | 16:43 |
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 |
|---|---|---|---|
| 71% | 13 | 25:58 | |
| 56% | 20 | 26:20 | |
| 56% | 11 | 3:07 | |
| 54% | 21 | 20:23 | |
| 52% | 12 | 4:42 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 42% | 12 | 30:09 | |
| 46% | 25 | 9:31 | |
| 46% | 25 | 1:06 | |
| 46% | 13 | 16:35 | |
| 47% | 28 | 15:29 |
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 |
|---|---|---|---|
| 54% | 15 | 21:47 | |
| 51% | 12 | 30:25 | |
| 50% | 16 | 24:29 | |
| 49% | 21 | 12:22 | |
| 48% | 15 | 12:11 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 32% | 13 | 17:36 | |
| 36% | 14 | 20:38 | |
| 40% | 17 | 17:13 | |
| 42% | 22 | 4:10 | |
| 43% | 20 | 12:16 |
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 |
|---|---|---|---|
| 27% | 18 | 12:44 | |
| 25% | 20 | 4:18 | |
| 25% | 20 | 8:51 | |
| 24% | 17 | 4:05 | |
| 20% | 18 | 13:33 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 17% | 15 | 13:10 | |
| 18% | 19 | 18:21 | |
| 20% | 18 | 13:33 | |
| 24% | 17 | 4:05 | |
| 25% | 20 | 8:51 |
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 |
|---|---|---|---|
| 56% | 14 | 16:58 | |
| 55% | 21 | 5:06 | |
| 53% | 16 | 12:03 | |
| 53% | 16 | 1:09 | |
| 53% | 16 | 16:45 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 49% | 17 | 9:41 | |
| 50% | 15 | 18:58 | |
| 51% | 15 | 6:40 | |
| 51% | 13 | 16:25 | |
| 52% | 20 | 13:08 |
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 |
|---|---|---|---|
| 66% | 18 | 14:09 | |
| 61% | 18 | 4:18 | |
| 56% | 23 | 6:37 | |
| 55% | 23 | 15:04 | |
| 54% | 23 | 18:07 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 47% | 21 | 18:19 | |
| 47% | 19 | 3:00 | |
| 52% | 24 | 5:15 | |
| 53% | 17 | 11:53 | |
| 53% | 17 | 1:13 |
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 |
|---|---|---|---|
| 48% | 21 | 20:34 | |
| 46% | 21 | 11:11 | |
| 42% | 23 | 1:14 | |
| 42% | 23 | 15:59 | |
| 42% | 23 | 12:44 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 40% | 24 | 2:35 | |
| 40% | 19 | 16:28 | |
| 40% | 22 | 7:01 | |
| 42% | 21 | 4:25 | |
| 42% | 23 | 1:14 |
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 |
|---|---|---|---|
| 66% | 16 | 16:42 | |
| 61% | 22 | 17:44 | |
| 59% | 14 | 22:18 | |
| 56% | 22 | 2:25 | |
| 56% | 22 | 5:19 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 46% | 17 | 11:15 | |
| 52% | 16 | 3:05 | |
| 55% | 19 | 17:46 | |
| 56% | 22 | 2:25 | |
| 56% | 22 | 5:19 |
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 |
|---|---|---|---|
| 68% | 14 | 12:28 | |
| 61% | 16 | 10:59 | |
| 61% | 16 | 22:08 | |
| 61% | 12 | 18:25 | |
| 60% | 13 | 21:41 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 52% | 10 | 31:12 | |
| 53% | 25 | 4:03 | |
| 53% | 25 | 8:35 | |
| 53% | 25 | 5:37 | |
| 53% | 23 | 4:06 |
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 |
|---|---|---|---|
| 86% | 14 | 23:42 | |
| 71% | 17 | 15:34 | |
| 68% | 18 | 12:45 | |
| 66% | 19 | 16:01 | |
| 66% | 19 | 19:21 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 49% | 15 | 2:35 | |
| 61% | 18 | 10:33 | |
| 64% | 20 | 15:15 | |
| 64% | 20 | 6:55 | |
| 65% | 21 | 1:00 |
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 |
|---|---|---|---|
| 54% | 14 | 10:55 | |
| 53% | 23 | 21:50 | |
| 53% | 23 | 5:54 | |
| 53% | 23 | 2:33 | |
| 53% | 23 | 4:07 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 41% | 12 | 12:11 | |
| 43% | 14 | 13:40 | |
| 43% | 12 | 17:27 | |
| 43% | 12 | 7:04 | |
| 44% | 12 | 21:00 |
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.