疾风剑豪 matchup: Do not fight into Wind Wall; freeze, make him waste Q3/W, then open with Q from an angle where he cannot instantly wall your damage.

不羁之悦 matchup: Abuse her short range before level 6, but never stand close when her support can engage because she wins hard if she reaches you.

复仇之矛 matchup: Do not handshake early fights; farm under control, avoid long trades, and punish only after she uses Q or gets slowed by your W.

不破之誓 matchup: Fight her when her Q/R power window is down and avoid extended front-to-back trades because she is a crit marksman with strong activated damage windows.

死亡颂唱者 matchup: Dodge Qs first, trade after he misses, and keep the wave moving so he cannot freely poke/farm you under tower.

英勇投弹手 matchup: Avoid eating poke rockets for free, force him to farm under pressure, and all-in when W is down.

圣枪游侠 matchup: Respect level 2–3 burst, let him push early, then punish after he wastes E because Twitch outscales if you do not bleed HP.

皮城女警 matchup: Do not get trapped under tower forever; thin waves early, avoid trap lines, and look for Q flank after she wastes E.

复仇焰魂 matchup: Stand away from your support, dodge W/E bounce setups, and punish him after he misses stun because he is very killable.

虚空之女 matchup: Avoid isolated Q trades, fight around minions, and abuse your longer stealth engage before she can burst you with evolved abilities.

麦林炮手 matchup: Respect jump all-ins and bomb burst; hold distance, let her push, and punish only after W is down.

赏金猎人 matchup: Do not stand behind low minions for Q bounce, keep trades short, and all-in after she wastes E or passive poke.

流光镜影 matchup: Do not throw R or E into her W reflect, dodge her E root first, keep trades short, and all-in her with Q stealth when Rebuttal is down because she is punishable without the reflect/movespeed safety.

虚空之眼 matchup: Dodge sideways, never walk in straight lines, and all-in with Q when his E knockup is down.

祖安花火 matchup: Stand behind minions, avoid extended kiting fights early, and punish her before she scales or after she wastes dash.

爆破鬼才 matchup: Do not let him perma-crash waves for free; dodge bombs sideways, preserve HP, and look for Q all-ins when his Satchel is down.

探险家 matchup: Stand behind minions, push him when he uses Q on wave, and all-in after Arcane Shift is down.

星籁歌姬 matchup: Dodge her E/root setup, do not clump with support, and punish her weak early when her cooldowns are down.

弗雷尔卓德之心 matchup: Stay behind minions, avoid passive-stun trades, never ult into his shield, and only hard commit from a Q side-angle after his Q/E is down.

逆羽 matchup: Never chase through feathers; bait E first, then fight after she has no root threat.

戏命师 matchup: Respect 4th shot, dodge W after support CC, and all-in during reload or after he wastes trap/root setup.

残月之肃 matchup: Check his guns before fighting; punish weak gun combos, but avoid all-ins into Severum/Chakram or root gun setups.

涤魂圣枪 matchup: Do not let her farm souls for free; trade hard when she walks up and all-in after her W root misses.

荣耀行刑官 matchup: Never fight him on axes early; freeze near tower, call jungle/support, and only all-in when he drops axes or overextends.

暗夜猎手 matchup: Abuse her weak early waveclear, keep her pushed in, and never fight near walls where she can condemn you.

诺克萨斯统领 matchup: Dodge E at all costs, stay outside pull range, and punish him hard when E is down.

异画师 matchup: Avoid long poke lanes, dodge his fear/root spell, and commit after he wastes CC because he dies fast to Q all-ins.

邪恶小法师 matchup: Avoid cage angles, shove carefully, and punish him before level 6 or whenever cage is down.

深渊巨口 matchup: Fight before he scales, punish his immobility with Q flanks, and do not let him free-hit with W active.

战争女神 matchup: Bait Spell Shield with W/E, avoid Q poke through wave, and look to outscale while denying free push.

惩戒之箭 matchup: Dodge Q poke and never fight when his R is up unless you can Cleanse/QSS or outrange the engage with stealth.

炽炎雏龙 matchup: Deny free stacks early, force trades before he scales, and punish him whenever he wastes mobility.

暴走萝莉 matchup: atch her scaling but punish her immobility: Q flank after she uses chompers or when she walks up for rockets.

寒冰射手 matchup: Respect slow + support engage, avoid getting chunked by W, and all-in from stealth when her Volley or R threat is down.