Commentary:

Bibi's performance in Bounty mode shows a generally consistent but modest win rate across all trophy brackets, with her highest win rates occurring in the 800 and 1100 trophy buckets. While she is not among the top-performing brawlers in this mode, she maintains a steady presence in competitive play. Her win rate rarely drops below 39%, indicating that she can be a reliable choice for players looking to maintain consistent results without requiring advanced mastery. However, her performance does not stand out significantly compared to other brawlers, suggesting that she may not be the best option for those aiming to climb quickly or dominate in high-level play.

Commentary:

Bibi's performance in Brawl Ball shows a steady improvement as trophy levels increase, with win rates gradually rising from 37.2% at lower trophies to over 90% at the highest tiers. While she starts off with a modest win rate, her effectiveness becomes significantly stronger in higher-level matches, suggesting that she may require some time and experience to master. Her overall performance indicates that Bibi can be a strong choice for players aiming to compete at higher levels, but may not be as effective for those just starting out.

Commentary:

Bibi's performance in Gem Grab shows a generally consistent but modest win rate across different trophy ranges, with win rates fluctuating between 34.1% and 53.3%. While she performs slightly better at higher trophies (particularly around 1100), her overall win rate remains below 50% in most brackets. This suggests that Bibi may not be the strongest choice for Gem Grab, but she can still be viable in certain situations, especially as trophy levels increase. Her performance indicates she is neither particularly easy to pick up nor highly rewarding for mastery, but she can contribute in a balanced team composition.

Commentary:

Bibi's performance in Heist shows a mixed but generally consistent trend across different trophy buckets. While her win rate fluctuates, she consistently maintains a win rate above 42% in most tiers, with notable improvements at higher trophies (500 and above). Her overall win rate is slightly below 50%, indicating that while she can be competitive, she may require more skill or strategic play to excel. This suggests Bibi isn't the easiest brawler to pick up, but with practice, she can become a reliable choice for players aiming to climb in Heist.

Commentary:

Bibi's performance in Hot Zone shows a steady improvement across most trophy ranges, with win rates gradually increasing from 39.7% at lower trophies to a peak of 61.5% in the 700 trophy bucket. However, her win rate fluctuates slightly at higher levels, dropping below 55% again in the highest tiers. While she shows potential and can be effective in mid-tier play, her inconsistent performance at both lower and very high trophies suggests that mastering her may require significant effort to consistently perform well. She is not overly difficult to pick up but may not stand out as a top-tier choice for competitive play.

Commentary:

Bibi's performance in Knockout shows a steady improvement as trophy levels increase, with win rates gradually rising from 30.1% at lower trophies to over 58% at the highest bracket. While she starts off with a modest win rate, her effectiveness becomes more pronounced at higher tiers, suggesting that she may be better suited for players who have already mastered the mechanics of the mode. Her overall trajectory indicates that Bibi can be rewarding for those willing to invest time in mastering her playstyle, but may present a steeper learning curve for newcomers.

Commentary:

Bibi's performance in Wipeout is inconsistent across different trophy buckets, with win rates fluctuating between 25.6% and 49.7%. While she shows moderate success in mid-tier trophies (400–700), her overall win rate remains below 50%, suggesting that she may not be the most reliable choice for competitive play. Her lower win rate at higher trophy levels also indicates that mastering Bibi might require significant skill to overcome her inherent weaknesses in high-level matches. Players looking for consistency and strong performance may find other brawlers more suitable, though Bibi can still be a viable pick-up option in certain scenarios.