Ursa

Ursa's laning phase is about securing last-hitting (killing the final blow on enemy creeps for gold) while avoiding unnecessary trades—the hero has weak armor early and needs time to come online. Prioritize safe farming and deny enemy bounty runes where possible. The data shows Ursa's win rate drops significantly in the 15–20 minute window, suggesting the hero should avoid early teamfights and focus purely on farm accumulation during this period.

Ursa's first major item spike occurs around 17 minutes with either Bfury (Blade Fury, a cleave item) or Pers (Perseverance, for tankiness), both correlating with 51–54% win rates. Once either item completes, winning Ursa players tend to transition into controlled aggression—grouping for smoke ganks (ambushing enemies with a smoke of deceit) or pushing objectives alongside supports rather than continuing to farm passively. A Blink dagger by 21 minutes further enables these rotations and dramatically improves fight initiation.

Ursa becomes a teamfight terror from 30 minutes onward, with win rate steadily climbing as the game extends. The data shows a sharp inflection at 30+ minutes (46.7% rising to 53.3% by 40–45 minutes), indicating Ursa's strength lies in extended teamfights where Fury Swipes (stacking damage buff) and high armor from items like Sange (59.5% win rate) and Basher (64.0% win rate) come into full effect. Position as a frontline durable brawler, initiate with Blink when enemies cluster, and let teammates follow up—the win condition is simple: stay alive and hit things for as long as possible.