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.
Victor - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Shiv - High spend pattern: review whether the spend turned into the right spike or was scattered.
Billy - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Apollo - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Infernus - Weapon investment issue: the losing pattern points to heavier early weapon spend.
Mirage - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Yamato - Item timing/build path issue: review this pattern in replays before treating it as causal.
Abrams - Weapon investment issue: the losing pattern points to heavier early weapon spend.
Vyper - 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.
Warden, Haze, Dynamo, Ivy, Seven, Venator
These heroes have a readable item-timing pattern to compare in replays.
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 |
|---|---|---|---|
| 78% | 18 purchases | 24:50 | |
| 75% | 16 purchases | 25:02 | |
| 72% | 26 purchases | 11:41 | |
| 70% | 10 purchases | 6:01 | |
| 69% | 14 purchases | 17:53 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 31% | 16 purchases | 18:16 | |
| 32% | 13 purchases | 15:53 | |
| 39% | 16 purchases | 21:38 | |
| 42% | 29 purchases | 9:29 | |
| 42% | 26 purchases | 2:48 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 65% win rate | 17 matches | 27 kills | |
| 58% win rate | 12 matches | 23 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 33% win rate | 18 matches | 32 deaths | |
| 27% win rate | 11 matches | 12 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 59% win rate | 17 matches | 25 kills / 23 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 |
|---|---|---|---|
| 63% | 36 purchases | 28:04 | |
| 61% | 18 purchases | 27:52 | |
| 57% | 14 purchases | 6:07 | |
| 56% | 41 purchases | 9:46 | |
| 56% | 41 purchases | 26:22 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 44% | 33 purchases | 0:59 | |
| 45% | 35 purchases | 8:18 | |
| 48% | 33 purchases | 16:46 | |
| 50% | 52 purchases | 14:40 | |
| 50% | 50 purchases | 17:17 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 56% win rate | 16 matches | 25 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 50% win rate | 16 matches | 15 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 47% win rate | 17 matches | 43 kills / 15 deaths | |
| 50% win rate | 16 matches | 31 kills / 34 deaths |
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 63% | 17 purchases | 23:50 | |
| 62% | 16 purchases | 7:31 | |
| 62% | 32 purchases | 11:06 | |
| 56% | 24 purchases | 23:52 | |
| 55% | 9 purchases | 23:06 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 32% | 16 purchases | 13:02 | |
| 33% | 10 purchases | 25:32 | |
| 36% | 11 purchases | 19:44 | |
| 38% | 21 purchases | 5:21 | |
| 41% | 17 purchases | 8:33 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 90% win rate | 10 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 33% win rate | 12 matches | 28 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 44% win rate | 18 matches | 25 kills / 14 deaths | |
| 47% win rate | 17 matches | 21 kills / 41 deaths |
Matches tested: 40
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 70% | 13 purchases | 31:34 | |
| 63% | 32 purchases | 15:07 | |
| 60% | 35 purchases | 24:01 | |
| 57% | 28 purchases | 26:56 | |
| 57% | 30 purchases | 22:11 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 42 purchases | 1:01 | |
| 51% | 41 purchases | 18:26 | |
| 51% | 41 purchases | 22:27 | |
| 51% | 41 purchases | 5:17 | |
| 52% | 40 purchases | 4:00 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 70% win rate | 10 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 33% win rate | 12 matches | 27 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 48% win rate | 27 matches | 46 kills / 38 deaths | |
| 50% win rate | 14 matches | 27 kills / 19 deaths |
Matches tested: 50
Review note: Weapon investment issue: the losing pattern points to heavier early weapon spend.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 77% | 14 purchases | 28:29 | |
| 69% | 10 purchases | 12:43 | |
| 64% | 32 purchases | 20:40 | |
| 64% | 29 purchases | 13:32 | |
| 64% | 12 purchases | 10:57 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 27% | 20 purchases | 16:54 | |
| 29% | 19 purchases | 11:16 | |
| 39% | 18 purchases | 10:23 | |
| 39% | 18 purchases | 17:04 | |
| 41% | 35 purchases | 5:06 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 67% win rate | 18 matches | 41 kills | |
| 80% win rate | 10 matches | 25 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 39% win rate | 18 matches | 38 deaths | |
| 46% win rate | 13 matches | 19 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 55% win rate | 20 matches | 25 kills / 20 deaths |
Matches tested: 45
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 61% | 13 purchases | 28:41 | |
| 61% | 23 purchases | 24:45 | |
| 61% | 13 purchases | 15:27 | |
| 60% | 15 purchases | 16:50 | |
| 60% | 20 purchases | 17:11 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 44% | 11 purchases | 28:14 | |
| 44% | 29 purchases | 15:36 | |
| 44% | 15 purchases | 7:11 | |
| 46% | 16 purchases | 4:40 | |
| 46% | 33 purchases | 14:17 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 64% win rate | 11 matches | 35 kills | |
| 78% win rate | 9 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 46% win rate | 13 matches | 16 deaths | |
| 22% win rate | 9 matches | 15 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 47% win rate | 17 matches | 24 kills / 29 deaths |
Matches tested: 40
Review note: Item timing/build path issue: review this pattern in replays before treating it as causal.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 82% | 14 purchases | 22:43 | |
| 72% | 13 purchases | 20:43 | |
| 72% | 11 purchases | 1:10 | |
| 69% | 10 purchases | 14:30 | |
| 66% | 13 purchases | 4:53 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 25% | 27 purchases | 1:08 | |
| 27% | 21 purchases | 9:03 | |
| 29% | 21 purchases | 9:14 | |
| 31% | 18 purchases | 19:56 | |
| 33% | 22 purchases | 5:54 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 67% win rate | 12 matches | 26 kills | |
| 70% win rate | 10 matches | 175 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 23% win rate | 13 matches | 31 deaths | |
| 30% win rate | 10 matches | 18 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 38% win rate | 13 matches | 24 kills / 30 deaths |
Matches tested: 50
Review note: Weapon investment issue: the losing pattern points to heavier early weapon spend.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 84% | 12 purchases | 12:12 | |
| 79% | 14 purchases | 5:36 | |
| 76% | 12 purchases | 24:50 | |
| 75% | 12 purchases | 7:35 | |
| 74% | 14 purchases | 4:51 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 38% | 16 purchases | 8:30 | |
| 45% | 18 purchases | 3:52 | |
| 47% | 34 purchases | 9:34 | |
| 47% | 26 purchases | 11:21 | |
| 47% | 26 purchases | 11:00 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 75% win rate | 12 matches | 20 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 13 matches | 22 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 53% win rate | 19 matches | 22 kills / 32 deaths | |
| 53% win rate | 19 matches | 22 kills / 41 deaths |
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 85% | 14 purchases | 32:07 | |
| 83% | 16 purchases | 28:47 | |
| 79% | 10 purchases | 27:37 | |
| 74% | 12 purchases | 25:13 | |
| 74% | 19 purchases | 25:59 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 47% | 16 purchases | 27:44 | |
| 48% | 18 purchases | 23:12 | |
| 49% | 26 purchases | 1:03 | |
| 50% | 33 purchases | 6:53 | |
| 51% | 27 purchases | 4:27 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 65% win rate | 20 matches | 40 kills | |
| 73% win rate | 15 matches | 23 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 41% win rate | 17 matches | 29 deaths | |
| 43% win rate | 14 matches | 18 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 42% win rate | 19 matches | 23 kills / 38 deaths |
These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.
Matches tested: 32
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 |
|---|---|---|---|
| 67% | 19 purchases | 27:15 | |
| 51% | 29 purchases | 12:57 | |
| 51% | 27 purchases | 14:01 | |
| 50% | 28 purchases | 4:15 | |
| 50% | 19 purchases | 25:21 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 38% | 21 purchases | 7:57 | |
| 40% | 19 purchases | 7:57 | |
| 42% | 18 purchases | 8:35 | |
| 42% | 26 purchases | 11:12 | |
| 42% | 19 purchases | 20:25 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 55% win rate | 11 matches | 15 kills | |
| 40% win rate | 10 matches | 11 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 25% win rate | 12 matches | 17 deaths | |
| 30% win rate | 10 matches | 20 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 50% win rate | 14 matches | 26 kills / 11 deaths |
Matches tested: 21
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 |
|---|---|---|---|
| 33% | 15 purchases | 20:27 | |
| 33% | 19 purchases | 12:31 | |
| 33% | 19 purchases | 7:41 | |
| 31% | 20 purchases | 11:51 | |
| 31% | 17 purchases | 3:57 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 22% | 19 purchases | 8:35 | |
| 30% | 18 purchases | 14:32 | |
| 30% | 16 purchases | 9:17 | |
| 30% | 20 purchases | 1:06 | |
| 31% | 20 purchases | 11:51 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 57% win rate | 7 matches | 13 kills | |
| 80% win rate | 5 matches | 9 kills | |
| 67% win rate | 6 matches | 8 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 25% win rate | 8 matches | 11 deaths | |
| 14% win rate | 7 matches | 5 deaths | |
| 0% win rate | 6 matches | 2 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 24
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 |
|---|---|---|---|
| 75% | 16 purchases | 14:31 | |
| 74% | 20 purchases | 15:58 | |
| 73% | 19 purchases | 11:29 | |
| 70% | 16 purchases | 10:25 | |
| 69% | 24 purchases | 2:48 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 62% | 11 purchases | 12:37 | |
| 64% | 16 purchases | 6:05 | |
| 66% | 17 purchases | 16:56 | |
| 66% | 17 purchases | 16:15 | |
| 66% | 23 purchases | 12:10 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 78% win rate | 9 matches | 7 kills | |
| 86% win rate | 7 matches | 8 kills | |
| 75% win rate | 8 matches | 7 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 25% win rate | 4 matches | 9 deaths | |
| 40% win rate | 5 matches | 8 deaths | |
| 50% win rate | 6 matches | 6 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 25
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 |
|---|---|---|---|
| 80% | 11 purchases | 27:16 | |
| 75% | 12 purchases | 7:20 | |
| 73% | 11 purchases | 17:13 | |
| 73% | 15 purchases | 26:10 | |
| 70% | 14 purchases | 27:35 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 59% | 15 purchases | 19:15 | |
| 63% | 14 purchases | 12:12 | |
| 63% | 19 purchases | 3:33 | |
| 63% | 17 purchases | 8:47 | |
| 65% | 20 purchases | 11:43 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 78% win rate | 9 matches | 16 kills | |
| 88% win rate | 8 matches | 9 kills | |
| 78% win rate | 9 matches | 7 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 50% win rate | 10 matches | 14 deaths | |
| 50% win rate | 10 matches | 8 deaths | |
| 50% win rate | 8 matches | 4 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| No overlap in the top picks. | |||
Matches tested: 32
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 |
|---|---|---|---|
| 72% | 21 purchases | 13:09 | |
| 71% | 20 purchases | 19:06 | |
| 68% | 15 purchases | 22:43 | |
| 67% | 16 purchases | 13:21 | |
| 64% | 16 purchases | 11:04 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 16 purchases | 15:41 | |
| 50% | 16 purchases | 8:17 | |
| 51% | 23 purchases | 7:01 | |
| 56% | 20 purchases | 14:33 | |
| 59% | 26 purchases | 13:42 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 70% win rate | 10 matches | 14 kills | |
| 55% win rate | 11 matches | 10 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 50% win rate | 10 matches | 15 deaths | |
| 44% win rate | 9 matches | 11 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 58% win rate | 12 matches | 11 kills / 18 deaths |
Matches tested: 34
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 |
|---|---|---|---|
| 69% | 11 purchases | 14:34 | |
| 67% | 10 purchases | 7:47 | |
| 61% | 27 purchases | 3:57 | |
| 60% | 22 purchases | 23:21 | |
| 59% | 13 purchases | 4:26 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 31 purchases | 0:58 | |
| 52% | 25 purchases | 17:26 | |
| 52% | 13 purchases | 26:23 | |
| 54% | 24 purchases | 26:19 | |
| 54% | 22 purchases | 6:19 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 64% win rate | 14 matches | 26 kills | |
| 89% win rate | 9 matches | 12 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 40% win rate | 10 matches | 17 deaths | |
| 44% win rate | 9 matches | 13 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 53% win rate | 15 matches | 23 kills / 18 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.