Ster Deadlock Weekly Report

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.

Clear path heroes

No clear item-timing paths stood out yet.

No clear path heroes

No clear item-timing split showed up for these heroes yet, so review item timing and replay context first.

Bebop, Celeste, Paige

These heroes did not produce a clean item-timing split, so use their item lists as softer replay notes.

Bebop Item and Matchup Report

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.

Items that looked strong

Item	Win rate	Purchases	Median purchase time
Enduring Speed	50%	13 purchases	20:12
Sprint Boots	43%	13 purchases	7:52
Mystic Expansion	40%	19 purchases	4:40
Compress Cooldown	40%	14 purchases	19:17
Echo Shard	39%	18 purchases	15:17

Items to watch carefully

Item	Win rate	Purchases	Median purchase time
Extra Spirit	30%	19 purchases	4:23
Boundless Spirit	31%	12 purchases	28:16
Spirit Lifesteal	32%	12 purchases	16:17
Mystic Burst	35%	20 purchases	1:50
Extra Stamina	35%	19 purchases	9:12

Enemy hero matchup

Celeste Item and Matchup Report

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.

Items that looked strong

Item	Win rate	Purchases	Median purchase time
Spellslinger	81%	16 purchases	28:02
Mystic Vulnerability	75%	24 purchases	19:58
Healbane	73%	11 purchases	29:26
Escalating Exposure	72%	14 purchases	30:51
Counterspell	71%	21 purchases	21:57

Items to watch carefully

Item	Win rate	Purchases	Median purchase time
Healing Rite	59%	22 purchases	3:23
Improved Spirit	61%	36 purchases	5:52
Boundless Spirit	61%	26 purchases	25:30
Extra Spirit	62%	34 purchases	3:23
High-Velocity Rounds	62%	21 purchases	1:09

Enemy hero matchup

Paige Item and Matchup Report

Matches tested: 27

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.

Items that looked strong

Item	Win rate	Purchases	Median purchase time
Duration Extender	83%	12 purchases	16:25
Arcane Surge	76%	12 purchases	19:23
Divine Barrier	75%	13 purchases	22:22
Trophy Collector	73%	18 purchases	11:07
Enchanter's Emblem	69%	19 purchases	13:47

Items to watch carefully

Item	Win rate	Purchases	Median purchase time
Superior Duration	56%	12 purchases	28:25
Healing Rite	59%	18 purchases	3:19
Guardian Ward	65%	21 purchases	6:04
Mystic Expansion	65%	23 purchases	7:11
Extra Stamina	66%	24 purchases	11:42

Enemy hero matchup

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.