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.
Grey Talon - Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
Shiv - Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
Mina - Spike timing issue: the player often lost without a tier-4 item online by 20 minutes.
Paradox - Survivability/timing issue: Vitality timing appears tied to the losing pattern.
Vindicta - 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.
Pocket - 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.
Lash
These heroes have a readable item-timing pattern to compare in replays.
Review note: Economy/item tempo issue: the pattern is defined by lower total spend at a key midgame timing.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Grey Talon replay quality | Review | 28 | 39% | |
| Grey Talon replay quality | Good game | 22 | 68% | |
| Win / loss | Loss | 21 | 28% | |
| Win / loss | Better | 29 | 76% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 65% | 23 | 10:27 | |
| 64% | 11 | 26:37 | |
| 60% | 15 | 31:11 | |
| 60% | 10 | 2:27 | |
| 59% | 37 | 24:19 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 48% | 37 | 24:27 | |
| 50% | 44 | 11:16 | |
| 53% | 47 | 6:14 | |
| 53% | 43 | 12:23 | |
| 54% | 46 | 5:10 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Shiv replay quality | Review | 32 | 35% | |
| Shiv replay quality | Good game | 18 | 77% | |
| Win / loss | Better | 22 | 82% | |
| Win / loss | Loss | 28 | 41% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 93% | 15 | 23:47 | |
| 75% | 28 | 27:01 | |
| 74% | 35 | 20:00 | |
| 68% | 13 | 31:59 | |
| 68% | 25 | 19:41 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 41% | 28 | 1:02 | |
| 48% | 23 | 19:00 | |
| 54% | 35 | 17:52 | |
| 57% | 28 | 11:57 | |
| 57% | 21 | 6:10 |
Review note: Spike timing issue: the player often lost without a tier-4 item online by 20 minutes.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Mina replay quality | Review | 22 | 32% | |
| Mina replay quality | Good game | 28 | 68% | |
| Win / loss | Loss | 22 | 30% | |
| Win / loss | Better | 28 | 76% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 74% | 12 | 24:48 | |
| 71% | 10 | 27:35 | |
| 63% | 11 | 36:04 | |
| 61% | 18 | 5:39 | |
| 60% | 45 | 18:43 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 46% | 11 | 12:50 | |
| 46% | 26 | 18:04 | |
| 46% | 11 | 24:53 | |
| 46% | 34 | 25:21 | |
| 50% | 18 | 31:16 |
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Paradox replay quality | Review | 22 | 27% | |
| Paradox replay quality | Good game | 28 | 71% | |
| Win / loss | Loss | 22 | 36% | |
| Win / loss | Better | 28 | 75% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 84% | 13 | 29:56 | |
| 83% | 18 | 24:35 | |
| 78% | 18 | 2:35 | |
| 76% | 21 | 26:27 | |
| 68% | 19 | 19:59 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 33% | 9 | 15:52 | |
| 46% | 24 | 19:44 | |
| 50% | 12 | 2:27 | |
| 52% | 25 | 17:16 | |
| 53% | 19 | 19:26 |
Review note: Spirit path issue: review whether Spirit buying reached a real power spike or became scattered.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Vindicta replay quality | Review | 26 | 25% | |
| Vindicta replay quality | Good game | 24 | 83% | |
| Win / loss | Loss | 26 | 38% | |
| Win / loss | Better | 24 | 79% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 79% | 14 | 26:46 | |
| 73% | 16 | 15:07 | |
| 69% | 22 | 23:04 | |
| 67% | 15 | 17:56 | |
| 64% | 9 | 0:57 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 48% | 25 | 22:19 | |
| 48% | 11 | 9:32 | |
| 51% | 40 | 20:12 | |
| 52% | 44 | 8:50 | |
| 53% | 47 | 12:00 |
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Celeste replay quality | Review | 18 | 34% | |
| Celeste replay quality | Good game | 29 | 62% | |
| Win / loss | Loss | 21 | 34% | |
| Win / loss | Better | 26 | 65% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 68% | 28 | 25:04 | |
| 65% | 14 | 29:18 | |
| 62% | 26 | 16:39 | |
| 60% | 30 | 14:28 | |
| 58% | 36 | 22:27 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 37% | 19 | 2:39 | |
| 40% | 10 | 10:22 | |
| 44% | 9 | 11:43 | |
| 49% | 37 | 8:46 | |
| 50% | 10 | 13:42 |
Review note: Survivability/timing issue: Vitality timing appears tied to the losing pattern.
| Tree | Branch | Rule | Matches | Rate |
|---|---|---|---|---|
| Pocket replay quality | Review | 20 | 32% | |
| Pocket replay quality | Good game | 26 | 65% | |
| Win / loss | Loss | 19 | 24% | |
| Win / loss | Better | 27 | 62% |
| Item | Win rate | # | Time |
|---|---|---|---|
| 66% | 18 | 13:20 | |
| 61% | 18 | 3:38 | |
| 57% | 29 | 11:56 | |
| 57% | 28 | 15:43 | |
| 56% | 35 | 6:01 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 28% | 14 | 5:11 | |
| 35% | 15 | 10:48 | |
| 38% | 10 | 26:36 | |
| 39% | 17 | 13:54 | |
| 40% | 13 | 17:38 |
These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.
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 |
|---|---|---|---|
| 83% | 18 | 10:25 | |
| 78% | 14 | 27:35 | |
| 70% | 24 | 17:28 | |
| 69% | 23 | 22:11 | |
| 67% | 25 | 8:29 |
| Item | Win rate | # | Time |
|---|---|---|---|
| 33% | 9 | 5:58 | |
| 59% | 12 | 10:38 | |
| 62% | 21 | 8:48 | |
| 65% | 18 | 21:14 | |
| 66% | 21 | 17:09 |
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.