Rather than risking a ban, players looking to master difficult patterns can use official tools and community-approved methods: [GUIDE] How to improve in osu!mania · forum - ppy

It is important to distinguish between official game features and illicit hacks:

: To bypass automated anti-cheat systems, these tools can add "error" or "jitters" to hit timings so they aren't always 100% perfect.

Using an autoplay hack provides a hollow victory. The satisfaction of osu!mania comes from the tangible improvement of your own physical dexterity. The Developer's Stance

The primary driver behind seeking an is the desire for Performance Points (pp) . In the osu! ecosystem, your global rank is determined by your "pp" score. Because the difficulty curve in mania is exponential, some players hit a "wall" in their skill level and turn to software to bypass the grind and gain status. The Risks: Why You Should Avoid Hacks

: Advanced hacks could potentially use machine learning algorithms to improve over time, adapting to different song speeds, patterns, and player skill levels.

Using these programs will result in your account being restricted or banned , often on the first offense.