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.
Yamato - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Bebop - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Lash - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Drifter - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Silver - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Venator - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Dynamo - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Abrams - Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
Billy - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
No clear item-timing split showed up for these heroes yet, so review item timing and replay context first.
Apollo, Sinclair, Paradox, Grey Talon, Lady Geist, Mcginnis, Victor
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 |
|---|---|---|---|
| 72% | 12 purchases | 30:48 | |
| 71% | 14 purchases | 1:24 | |
| 64% | 20 purchases | 29:32 | |
| 56% | 14 purchases | 29:34 | |
| 56% | 35 purchases | 23:58 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 44% | 29 purchases | 22:35 | |
| 47% | 44 purchases | 21:05 | |
| 48% | 45 purchases | 7:18 | |
| 48% | 10 purchases | 1:28 | |
| 49% | 32 purchases | 17:27 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 64% win rate | 14 matches | 32 kills | |
| 62% win rate | 13 matches | 34 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 43% win rate | 14 matches | 16 deaths | |
| 38% win rate | 13 matches | 14 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 45% win rate | 20 matches | 56 kills / 22 deaths |
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 78% | 14 purchases | 27:55 | |
| 76% | 21 purchases | 24:39 | |
| 71% | 31 purchases | 24:19 | |
| 70% | 10 purchases | 25:59 | |
| 69% | 32 purchases | 26:03 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 50% | 12 purchases | 7:27 | |
| 54% | 24 purchases | 15:03 | |
| 56% | 46 purchases | 1:04 | |
| 57% | 44 purchases | 9:26 | |
| 57% | 47 purchases | 17:22 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 77% win rate | 13 matches | 41 kills | |
| 64% win rate | 14 matches | 35 kills | |
| 64% win rate | 14 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 16 matches | 10 deaths | |
| 47% win rate | 17 matches | 11 deaths | |
| 53% win rate | 17 matches | 15 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 |
|---|---|---|---|
| 65% | 24 purchases | 23:40 | |
| 64% | 25 purchases | 22:20 | |
| 63% | 28 purchases | 8:35 | |
| 63% | 24 purchases | 25:16 | |
| 62% | 21 purchases | 28:19 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 21% | 15 purchases | 12:23 | |
| 29% | 17 purchases | 12:05 | |
| 34% | 31 purchases | 9:32 | |
| 40% | 31 purchases | 22:19 | |
| 42% | 39 purchases | 4:40 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 60% win rate | 15 matches | 19 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 13 matches | 16 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 47% win rate | 19 matches | 31 kills / 19 deaths | |
| 50% win rate | 18 matches | 23 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 |
|---|---|---|---|
| 95% | 20 purchases | 13:29 | |
| 94% | 17 purchases | 5:19 | |
| 92% | 24 purchases | 5:36 | |
| 78% | 19 purchases | 19:23 | |
| 76% | 30 purchases | 1:03 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 15 purchases | 17:12 | |
| 46% | 13 purchases | 14:35 | |
| 50% | 18 purchases | 11:09 | |
| 54% | 23 purchases | 12:28 | |
| 55% | 14 purchases | 9:15 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 65% win rate | 17 matches | 26 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 44% win rate | 16 matches | 25 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 65% win rate | 20 matches | 45 kills / 37 deaths | |
| 55% win rate | 22 matches | 59 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 |
|---|---|---|---|
| 85% | 20 purchases | 24:55 | |
| 78% | 14 purchases | 27:43 | |
| 72% | 14 purchases | 11:48 | |
| 70% | 26 purchases | 10:20 | |
| 69% | 27 purchases | 24:59 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 55% | 11 purchases | 23:46 | |
| 55% | 19 purchases | 5:41 | |
| 56% | 11 purchases | 24:04 | |
| 61% | 27 purchases | 9:50 | |
| 63% | 39 purchases | 4:07 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 76% win rate | 17 matches | 32 kills | |
| 69% win rate | 16 matches | 38 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 47% win rate | 17 matches | 31 deaths | |
| 54% win rate | 13 matches | 10 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 59% win rate | 22 matches | 36 kills / 26 deaths |
Matches tested: 50
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 77% | 15 purchases | 28:45 | |
| 74% | 16 purchases | 21:21 | |
| 73% | 22 purchases | 23:13 | |
| 63% | 24 purchases | 17:50 | |
| 62% | 37 purchases | 22:51 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 32% | 15 purchases | 1:05 | |
| 38% | 13 purchases | 9:32 | |
| 50% | 34 purchases | 16:53 | |
| 51% | 54 purchases | 2:57 | |
| 51% | 40 purchases | 8:57 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 60% win rate | 20 matches | 43 kills | |
| 62% win rate | 16 matches | 32 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 21 matches | 17 deaths | |
| 45% win rate | 20 matches | 18 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 55% win rate | 22 matches | 78 kills / 29 deaths |
Matches tested: 42
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 69% | 12 purchases | 10:40 | |
| 67% | 18 purchases | 12:46 | |
| 60% | 15 purchases | 17:05 | |
| 60% | 28 purchases | 18:08 | |
| 55% | 33 purchases | 21:48 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 40% | 16 purchases | 28:53 | |
| 45% | 11 purchases | 26:58 | |
| 49% | 20 purchases | 1:06 | |
| 50% | 23 purchases | 17:52 | |
| 51% | 37 purchases | 9:48 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 57% win rate | 14 matches | 21 kills | |
| 67% win rate | 12 matches | 14 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 47% win rate | 15 matches | 18 deaths | |
| 30% win rate | 10 matches | 9 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 50% win rate | 20 matches | 10 kills / 34 deaths |
Matches tested: 50
Review note: Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 75% | 23 purchases | 24:06 | |
| 72% | 33 purchases | 16:57 | |
| 72% | 11 purchases | 0:58 | |
| 70% | 34 purchases | 21:43 | |
| 69% | 23 purchases | 20:47 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 53% | 19 purchases | 2:38 | |
| 58% | 29 purchases | 20:29 | |
| 60% | 20 purchases | 11:48 | |
| 60% | 23 purchases | 27:10 | |
| 60% | 10 purchases | 6:17 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 92% win rate | 13 matches | 7 kills | |
| 100% win rate | 10 matches | 13 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 53% win rate | 15 matches | 17 deaths | |
| 42% win rate | 12 matches | 14 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 60% win rate | 15 matches | 19 kills / 17 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 |
|---|---|---|---|
| 92% | 10 purchases | 25:52 | |
| 83% | 17 purchases | 26:55 | |
| 80% | 15 purchases | 10:58 | |
| 80% | 14 purchases | 24:06 | |
| 77% | 25 purchases | 22:53 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 56% | 21 purchases | 21:13 | |
| 57% | 9 purchases | 8:38 | |
| 59% | 33 purchases | 2:40 | |
| 59% | 27 purchases | 17:04 | |
| 60% | 39 purchases | 3:09 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 69% win rate | 16 matches | 22 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 36% win rate | 14 matches | 16 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 68% win rate | 19 matches | 21 kills / 15 deaths | |
| 67% win rate | 18 matches | 32 kills / 25 deaths |
These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.
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 |
|---|---|---|---|
| 54% | 11 purchases | 19:04 | |
| 50% | 12 purchases | 15:40 | |
| 47% | 21 purchases | 9:53 | |
| 47% | 19 purchases | 7:59 | |
| 47% | 17 purchases | 24:13 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 25% | 12 purchases | 9:12 | |
| 30% | 10 purchases | 23:35 | |
| 33% | 12 purchases | 12:44 | |
| 38% | 13 purchases | 20:57 | |
| 40% | 20 purchases | 1:00 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 57% win rate | 7 matches | 12 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 20% win rate | 10 matches | 17 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 43% win rate | 14 matches | 15 kills / 14 deaths | |
| 31% win rate | 13 matches | 19 kills / 17 deaths |
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 |
|---|---|---|---|
| 54% | 18 purchases | 10:09 | |
| 54% | 14 purchases | 9:31 | |
| 51% | 17 purchases | 24:56 | |
| 51% | 24 purchases | 20:55 | |
| 46% | 31 purchases | 1:33 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 23% | 13 purchases | 5:38 | |
| 29% | 19 purchases | 9:03 | |
| 37% | 19 purchases | 9:01 | |
| 40% | 12 purchases | 4:07 | |
| 41% | 14 purchases | 24:15 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 56% win rate | 9 matches | 7 kills | |
| 71% win rate | 7 matches | 4 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 18% win rate | 11 matches | 10 deaths | |
| 30% win rate | 10 matches | 16 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 38% win rate | 13 matches | 17 kills / 17 deaths |
Matches tested: 25
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 |
|---|---|---|---|
| 55% | 22 purchases | 12:46 | |
| 55% | 17 purchases | 19:09 | |
| 53% | 20 purchases | 23:20 | |
| 53% | 23 purchases | 13:30 | |
| 51% | 24 purchases | 1:07 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 23 purchases | 7:08 | |
| 45% | 17 purchases | 19:08 | |
| 48% | 22 purchases | 5:59 | |
| 49% | 22 purchases | 11:00 | |
| 51% | 20 purchases | 18:35 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 70% win rate | 10 matches | 26 kills | |
| 55% win rate | 11 matches | 15 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 36% win rate | 11 matches | 15 deaths | |
| 42% win rate | 12 matches | 14 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 45% win rate | 11 matches | 18 kills / 30 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 |
|---|---|---|---|
| 64% | 22 purchases | 17:56 | |
| 64% | 18 purchases | 26:11 | |
| 64% | 21 purchases | 20:49 | |
| 64% | 19 purchases | 10:38 | |
| 62% | 22 purchases | 24:34 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 45% | 18 purchases | 7:10 | |
| 48% | 17 purchases | 11:37 | |
| 54% | 18 purchases | 11:21 | |
| 55% | 13 purchases | 20:10 | |
| 56% | 24 purchases | 10:19 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 67% win rate | 9 matches | 16 kills | |
| 62% win rate | 8 matches | 12 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 44% win rate | 9 matches | 8 deaths | |
| 17% win rate | 6 matches | 3 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 54% win rate | 13 matches | 21 kills / 21 deaths |
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 |
|---|---|---|---|
| 86% | 14 purchases | 8:59 | |
| 78% | 14 purchases | 14:48 | |
| 76% | 12 purchases | 22:36 | |
| 76% | 17 purchases | 9:00 | |
| 73% | 25 purchases | 7:34 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 65% | 16 purchases | 24:43 | |
| 67% | 15 purchases | 2:36 | |
| 67% | 21 purchases | 17:46 | |
| 67% | 15 purchases | 21:33 | |
| 68% | 12 purchases | 15:45 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 78% win rate | 9 matches | 19 kills | |
| 100% win rate | 6 matches | 10 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 57% win rate | 7 matches | 7 deaths | |
| 57% win rate | 7 matches | 6 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 67% win rate | 9 matches | 14 kills / 7 deaths |
Matches tested: 35
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% | 20 purchases | 18:33 | |
| 75% | 24 purchases | 24:52 | |
| 74% | 12 purchases | 19:49 | |
| 74% | 12 purchases | 26:05 | |
| 74% | 27 purchases | 20:32 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 53% | 15 purchases | 16:59 | |
| 61% | 26 purchases | 10:32 | |
| 68% | 34 purchases | 8:57 | |
| 68% | 31 purchases | 14:19 | |
| 68% | 25 purchases | 10:34 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 83% win rate | 12 matches | 12 kills | |
| 80% win rate | 10 matches | 13 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 38% win rate | 8 matches | 8 deaths | |
| 58% win rate | 12 matches | 6 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 67% win rate | 15 matches | 15 kills / 14 deaths |
Matches tested: 30
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 |
|---|---|---|---|
| 61% | 17 purchases | 13:48 | |
| 58% | 16 purchases | 24:21 | |
| 55% | 30 purchases | 1:10 | |
| 54% | 19 purchases | 5:37 | |
| 54% | 26 purchases | 2:49 |
| Item | Win rate | Purchases | Median purchase time |
|---|---|---|---|
| 39% | 18 purchases | 15:34 | |
| 39% | 26 purchases | 5:47 | |
| 44% | 18 purchases | 12:41 | |
| 45% | 23 purchases | 18:23 | |
| 45% | 25 purchases | 8:34 |
| Enemy hero | Win rate | Matches | Kills |
|---|---|---|---|
| 75% win rate | 12 matches | 15 kills | |
| 88% win rate | 8 matches | 11 kills |
| Enemy hero | Win rate | Matches | Deaths |
|---|---|---|---|
| 46% win rate | 13 matches | 17 deaths | |
| 38% win rate | 8 matches | 6 deaths |
| Enemy hero | Win rate | Matches | Kills / deaths |
|---|---|---|---|
| 44% win rate | 16 matches | 16 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.