: Each "Auto-S" clear could consume a specific amount of Gold or a "Stage Energy" resource to maintain game balance.
can provide defense and damage boosts specifically for basic stage modes. Team Composition:
Abstract We present Auto Rank S, a system for detecting and mitigating automated rank manipulation in Rakion, an online competitive game. Auto Rank S combines behavioral feature extraction, supervised machine learning, and a lightweight rule-based engine to identify accounts using scripted or automated methods to gain rank. We evaluate the system on a labeled dataset of 45,000 match histories and show that Auto Rank S achieves 0.94 AUC and reduces false positives via an ensemble post-filtering step. We discuss deployment considerations and propose future work to extend detection to coordinated groups and adversarial evasion.
💰 $XX (Lifetime access) ⚡ Turnaround: 24-48 Hours 🛡️ Guarantee: Rank S or your money back. Rakion Auto Rank S
Ranged classes (like the Archer) get bonus points for precision hits.
A key aspect of these tools is their ability to bypass the game's timing mechanisms. By manipulating the client-side data, a hack can report a completion time of 0.00 seconds to the server, automatically triggering the S rank reward as if the player had achieved an impossibly fast victory. This exploitation of the game's trust in client-side data is the fundamental flaw that these hacks leverage.
: Eliminating cooldowns and damage to secure the maximum bonus points. The Risks of Using Third-Party Auto Rank S Tools : Each "Auto-S" clear could consume a specific
While the promise of effortless rewards is tempting, the use of any "Auto Rank S" hack comes with severe and often irreversible risks. The most immediate danger is the detection by the game's anti-cheat system. Throughout Rakion's history, the developers, Softnyx, have implemented various security measures, such as GameGuard (known as "nProtect GameGuard"), to detect unauthorized third-party programs. When these systems detect a hack, the result is almost always an immediate and permanent ban of the player's account.
Title: Automated Ranking Detection and Mitigation in Rakion: Design and Evaluation of "Auto Rank S"
References
is the community’s term for a hypothetical tool, cheat, or exploit that guarantees this top rating automatically—without skill or effort.
Finishing the stage as fast as possible is the heaviest weight toward an S Rank.
Rank S is achieved when a player surpasses a specific numerical threshold of accumulated points. The system is designed to require months of active gameplay. The server validates rank changes at the end of a match session, updating the database associated with the user's unique ID. 💰 $XX (Lifetime access) ⚡ Turnaround: 24-48 Hours