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.
Calico - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Pocket - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Silver - Item timing/build path issue: review this pattern in replays before treating it as causal.
The Doorman - High spend pattern: review whether the spend turned into the right spike or was scattered.
Apollo - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Celeste - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
No clear item-timing split showed up for these heroes yet, so review item timing and replay context first.
Viscous, Yamato, Holliday, Ivy, Drifter, Grey Talon
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 |
|---|---|---|---|
| 67% | 15 purchases | 12:33 | |
| 64% | 22 purchases | 1:03 | |
| 64% | 30 purchases | 15:11 | |
| 63% | 12 purchases | 33:27 | |
| 61% | 36 purchases | 11:39 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 33% | 13 purchases | 25:44 | |
| 37% | 14 purchases | 6:47 | |
| 40% | 37 purchases | 20:55 | |
| 44% | 17 purchases | 1:03 | |
| 45% | 36 purchases | 21:53 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 62% win rate | 16 matches | 31 kills | |
| 67% win rate | 15 matches | 27 kills | |
| 69% win rate | 13 matches | 33 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 35% win rate | 17 matches | 24 deaths | |
| 27% win rate | 11 matches | 19 deaths | |
| 42% win rate | 12 matches | 16 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 73% | 10 purchases | 30:37 | |
| 62% | 13 purchases | 30:15 | |
| 59% | 37 purchases | 10:20 | |
| 56% | 32 purchases | 24:56 | |
| 56% | 26 purchases | 26:59 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 37% | 24 purchases | 7:17 | |
| 40% | 22 purchases | 28:29 | |
| 41% | 17 purchases | 28:34 | |
| 45% | 35 purchases | 20:48 | |
| 46% | 15 purchases | 24:47 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 82% win rate | 11 matches | 19 kills | |
| 53% win rate | 15 matches | 21 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 40% win rate | 15 matches | 15 deaths | |
| 43% win rate | 14 matches | 7 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 39% win rate | 18 matches | 32 kills / 15 deaths |
Matches tested: 50
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 90% | 11 purchases | 10:32 | |
| 77% | 13 purchases | 18:31 | |
| 73% | 11 purchases | 27:18 | |
| 73% | 26 purchases | 26:06 | |
| 67% | 15 purchases | 25:35 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 16 purchases | 21:44 | |
| 51% | 10 purchases | 29:35 | |
| 52% | 10 purchases | 14:56 | |
| 56% | 34 purchases | 11:33 | |
| 56% | 25 purchases | 0:59 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 65% win rate | 17 matches | 42 kills | |
| 83% win rate | 12 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 43% win rate | 14 matches | 13 deaths | |
| 33% win rate | 12 matches | 10 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 61% win rate | 18 matches | 33 kills / 22 deaths |
Matches tested: 50
Review note: Item timing/build path issue: review this pattern in replays before treating it as causal.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 91% | 11 purchases | 25:21 | |
| 90% | 20 purchases | 10:22 | |
| 83% | 19 purchases | 29:08 | |
| 83% | 30 purchases | 6:36 | |
| 82% | 22 purchases | 20:36 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 12 purchases | 10:08 | |
| 50% | 10 purchases | 22:03 | |
| 55% | 11 purchases | 12:50 | |
| 62% | 13 purchases | 11:51 | |
| 63% | 35 purchases | 1:04 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 81% win rate | 16 matches | 37 kills | |
| 85% win rate | 13 matches | 20 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 43% win rate | 14 matches | 18 deaths | |
| 67% win rate | 15 matches | 19 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 76% win rate | 21 matches | 26 kills / 24 deaths |
Matches tested: 50
Review note: High spend pattern: review whether the spend turned into the right spike or was scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 83% | 12 purchases | 32:51 | |
| 79% | 14 purchases | 32:18 | |
| 71% | 36 purchases | 26:32 | |
| 70% | 17 purchases | 2:37 | |
| 69% | 10 purchases | 22:08 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 38% | 10 purchases | 29:41 | |
| 46% | 20 purchases | 25:53 | |
| 52% | 29 purchases | 10:53 | |
| 54% | 24 purchases | 29:10 | |
| 54% | 25 purchases | 23:08 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 64% win rate | 14 matches | 20 kills | |
| 75% win rate | 12 matches | 19 kills | |
| 73% win rate | 11 matches | 27 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 47% win rate | 17 matches | 19 deaths | |
| 42% win rate | 12 matches | 18 deaths | |
| 40% win rate | 10 matches | 12 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 50
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 79% | 15 purchases | 25:21 | |
| 77% | 9 purchases | 18:00 | |
| 72% | 11 purchases | 7:51 | |
| 70% | 17 purchases | 10:39 | |
| 69% | 31 purchases | 27:14 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 13 purchases | 2:29 | |
| 49% | 22 purchases | 14:42 | |
| 50% | 14 purchases | 3:56 | |
| 50% | 14 purchases | 12:31 | |
| 51% | 31 purchases | 6:24 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 63% win rate | 19 matches | 32 kills | |
| 75% win rate | 16 matches | 21 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 27% win rate | 11 matches | 14 deaths | |
| 56% win rate | 16 matches | 28 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 58% win rate | 19 matches | 30 kills / 13 deaths |
Matches tested: 44
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 78% | 14 purchases | 27:33 | |
| 75% | 11 purchases | 19:03 | |
| 74% | 16 purchases | 11:12 | |
| 71% | 24 purchases | 22:40 | |
| 69% | 31 purchases | 10:40 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 47% | 13 purchases | 7:24 | |
| 47% | 28 purchases | 16:43 | |
| 47% | 17 purchases | 9:59 | |
| 51% | 20 purchases | 14:22 | |
| 52% | 33 purchases | 1:02 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 76% win rate | 17 matches | 30 kills | |
| 67% win rate | 15 matches | 22 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 56% win rate | 16 matches | 12 deaths | |
| 33% win rate | 9 matches | 15 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 60% win rate | 20 matches | 35 kills / 15 deaths |
Matches tested: 50
Review note: Review this hero in replays before treating any pattern as causal.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 80% | 29 purchases | 24:08 | |
| 79% | 18 purchases | 14:02 | |
| 77% | 31 purchases | 22:52 | |
| 76% | 38 purchases | 10:28 | |
| 75% | 16 purchases | 23:06 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 14 purchases | 22:13 | |
| 66% | 49 purchases | 9:27 | |
| 67% | 35 purchases | 17:25 | |
| 67% | 48 purchases | 14:54 | |
| 69% | 42 purchases | 9:25 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 79% win rate | 14 matches | 25 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 54% win rate | 13 matches | 10 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 71% win rate | 17 matches | 41 kills / 28 deaths | |
| 67% win rate | 18 matches | 35 kills / 41 deaths |
Matches tested: 50
Review note: Review this hero in replays before treating any pattern as causal.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 77% | 17 purchases | 31:57 | |
| 74% | 21 purchases | 23:05 | |
| 73% | 39 purchases | 12:13 | |
| 72% | 34 purchases | 24:59 | |
| 72% | 50 purchases | 7:48 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 14 purchases | 11:14 | |
| 51% | 18 purchases | 15:07 | |
| 54% | 23 purchases | 28:06 | |
| 64% | 23 purchases | 22:32 | |
| 64% | 45 purchases | 10:31 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 81% win rate | 16 matches | 31 kills | |
| 87% win rate | 15 matches | 30 kills | |
| 81% win rate | 16 matches | 24 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 54% win rate | 13 matches | 12 deaths | |
| 64% win rate | 14 matches | 20 deaths | |
| 55% win rate | 11 matches | 19 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 50
Review note: Review this hero in replays before treating any pattern as causal.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 87% | 23 purchases | 8:33 | |
| 84% | 20 purchases | 21:24 | |
| 82% | 28 purchases | 10:05 | |
| 80% | 9 purchases | 11:27 | |
| 78% | 36 purchases | 22:05 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 53% | 21 purchases | 13:20 | |
| 61% | 13 purchases | 10:44 | |
| 65% | 14 purchases | 8:37 | |
| 65% | 26 purchases | 21:02 | |
| 68% | 15 purchases | 1:57 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 84% win rate | 19 matches | 44 kills | |
| 79% win rate | 14 matches | 34 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 55% win rate | 11 matches | 4 deaths | |
| 69% win rate | 13 matches | 15 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 82% win rate | 22 matches | 48 kills / 14 deaths |
These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.
Matches tested: 35
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 | Purchases | Median purchase time |
|---|---|---|---|
| 57% | 21 purchases | 14:53 | |
| 53% | 13 purchases | 9:47 | |
| 51% | 15 purchases | 4:02 | |
| 50% | 20 purchases | 16:38 | |
| 50% | 28 purchases | 11:47 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 25% | 19 purchases | 15:54 | |
| 32% | 12 purchases | 1:06 | |
| 37% | 23 purchases | 2:48 | |
| 38% | 12 purchases | 30:30 | |
| 40% | 22 purchases | 9:52 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 62% win rate | 13 matches | 15 kills | |
| 70% win rate | 10 matches | 21 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 31% win rate | 13 matches | 4 deaths | |
| 27% win rate | 11 matches | 9 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 38% win rate | 13 matches | 10 kills / 18 deaths |
Matches tested: 24
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 | Purchases | Median purchase time |
|---|---|---|---|
| 60% | 24 purchases | 23:17 | |
| 57% | 19 purchases | 3:12 | |
| 51% | 14 purchases | 25:10 | |
| 51% | 11 purchases | 9:40 | |
| 46% | 13 purchases | 19:22 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 26% | 16 purchases | 20:14 | |
| 33% | 20 purchases | 7:51 | |
| 37% | 22 purchases | 11:28 | |
| 41% | 23 purchases | 8:57 | |
| 41% | 23 purchases | 10:27 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 44% win rate | 9 matches | 14 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 25% win rate | 8 matches | 8 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 40% win rate | 10 matches | 21 kills / 14 deaths | |
| 40% win rate | 10 matches | 18 kills / 10 deaths |
Matches tested: 22
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 | Purchases | Median purchase time |
|---|---|---|---|
| 48% | 19 purchases | 17:09 | |
| 44% | 19 purchases | 19:32 | |
| 42% | 22 purchases | 2:24 | |
| 42% | 22 purchases | 6:39 | |
| 41% | 23 purchases | 5:22 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 35% | 19 purchases | 11:27 | |
| 38% | 14 purchases | 18:19 | |
| 39% | 19 purchases | 5:35 | |
| 41% | 23 purchases | 5:22 | |
| 42% | 22 purchases | 2:24 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 50% win rate | 8 matches | 7 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 29% win rate | 7 matches | 6 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 44% win rate | 9 matches | 11 kills / 9 deaths | |
| 40% win rate | 10 matches | 8 kills / 11 deaths |
Matches tested: 20
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 | Purchases | Median purchase time |
|---|---|---|---|
| 52% | 11 purchases | 22:46 | |
| 50% | 12 purchases | 3:01 | |
| 48% | 14 purchases | 17:43 | |
| 48% | 12 purchases | 11:00 | |
| 48% | 14 purchases | 0:55 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 42% | 11 purchases | 17:35 | |
| 45% | 13 purchases | 6:30 | |
| 47% | 12 purchases | 7:34 | |
| 48% | 14 purchases | 0:55 | |
| 48% | 12 purchases | 11:00 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 50% win rate | 8 matches | 9 kills | |
| 100% win rate | 4 matches | 5 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 29% win rate | 7 matches | 9 deaths | |
| 43% win rate | 7 matches | 19 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 44% win rate | 9 matches | 13 kills / 8 deaths |
Matches tested: 26
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 | Purchases | Median purchase time |
|---|---|---|---|
| 74% | 18 purchases | 13:14 | |
| 69% | 23 purchases | 8:04 | |
| 69% | 13 purchases | 19:07 | |
| 67% | 21 purchases | 18:36 | |
| 67% | 9 purchases | 3:21 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 53% | 16 purchases | 2:43 | |
| 55% | 16 purchases | 9:58 | |
| 57% | 19 purchases | 6:28 | |
| 57% | 17 purchases | 12:01 | |
| 58% | 19 purchases | 21:44 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 75% win rate | 8 matches | 15 kills | |
| 83% win rate | 6 matches | 11 kills | |
| 83% win rate | 6 matches | 8 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 36% win rate | 11 matches | 8 deaths | |
| 33% win rate | 6 matches | 9 deaths | |
| 20% win rate | 5 matches | 7 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 26
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 | Purchases | Median purchase time |
|---|---|---|---|
| 78% | 17 purchases | 23:00 | |
| 68% | 22 purchases | 7:14 | |
| 63% | 21 purchases | 24:17 | |
| 60% | 23 purchases | 12:52 | |
| 60% | 20 purchases | 7:45 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 55% | 11 purchases | 1:00 | |
| 56% | 16 purchases | 18:53 | |
| 58% | 25 purchases | 21:56 | |
| 59% | 16 purchases | 21:56 | |
| 59% | 25 purchases | 17:20 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 67% win rate | 9 matches | 15 kills | |
| 62% win rate | 8 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 8 matches | 5 deaths | |
| 33% win rate | 6 matches | 8 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 64% win rate | 11 matches | 15 kills / 6 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.