Commentary:

Bibi's performance in Bounty mode shows a generally consistent win rate across different trophy brackets, with her best results seen in the 1100 trophy bucket where she achieved a 51.5% win rate. While her overall win rates fluctuate between 27.4% and 51.5%, they remain above 40% in most tiers, suggesting she can be a viable choice for players looking to climb. However, her lower win rates in the lower trophy brackets indicate that she may require more skill or experience to perform well consistently, making her potentially harder to pick up for newer players.

Commentary:

Bibi's performance in Brawl Ball shows a generally consistent win rate across most trophy brackets, with a notable upward trend as trophies increase. While her win rate remains below 50% for lower-tier players, it steadily improves and surpasses 50% starting at trophy bucket 100. At higher tiers, especially above 1600 trophies, Bibi demonstrates strong performance with win rates exceeding 80%. This suggests that while she may not be the most dominant choice for casual or lower-skilled players, she becomes a formidable option for more experienced and high-tier competitors. Her stats indicate that mastering Bibi could yield significant rewards at higher levels, though her learning curve might present challenges for those aiming to reach elite play.

Commentary:

Bibi's performance in Gem Grab shows a generally consistent win rate across different trophy brackets, with notable improvements at higher trophies. While her win rate remains below 50% in most brackets, it peaks significantly above average in the highest tiers (1100 and 1200), suggesting she can be effective when played by experienced players. However, her overall performance indicates that she may not be the easiest brawler to pick up or master for consistent success in this mode.

Commentary:

Bibi's performance in Heist varies significantly across different trophy brackets. At lower tiers, her win rate is below 50%, indicating she may struggle for players with less experience or resources. However, as the trophy bracket increases, so does her win rate, peaking at 88.6% in the highest tier (1700+). This suggests that Bibi becomes a strong choice for experienced players who can leverage her potential effectively. While she may not be easy to pick up, mastering her can lead to high success rates in competitive play.

Commentary:

Bibi's performance in Hot Zone shows a steady improvement as trophy levels increase, with win rates rising from 37.2% at lower trophies to over 70% at the highest tiers. While she starts off with a moderate win rate, her effectiveness becomes significantly stronger in higher-level play. This suggests that Bibi may be more rewarding for players who are already skilled and can take advantage of her potential in high-tier matches. Her learning curve appears to be steep, as her performance doesn't reach its peak until much higher trophy brackets.

Commentary:

Bibi's performance in Knockout shows a steady improvement as trophy levels increase, with win rates rising from 33.7% at lower trophies to over 69% at the highest tiers. While she struggles slightly at the entry level, her effectiveness becomes more pronounced as players gain experience and skill. This suggests that Bibi may be somewhat challenging to pick up initially but can become a strong choice for those who invest time in mastering her mechanics.

Commentary:

Bibi's performance in Wipeout remains consistently below average across all trophy brackets, with win rates fluctuating between 34.9% and 45.1%. While there are slight improvements at higher trophy levels, her overall effectiveness in the mode is limited, suggesting that she may not be the best choice for players looking to dominate in Wipeout. Her performance indicates that she is neither particularly easy to pick up nor especially rewarding to master in this specific game mode.