Customer Story
Arknights
by Hypergryph
Arknights: Thriving in a Crowded Gacha Market with Over $1 Billion in Revenue
Arknights’ billion-dollar success shows the power of combining strategic gameplay, gacha systems, and real-time data from ThinkingEngine.
Arknights, developed by Hypergryph and published globally by Yostar, is a mobile tactical RPG that combines deep tower defense gameplay with a gacha system. Since its release in China in May 2019 and globally in January 2020, the game has achieved over $1 billion in global revenue, including $500 million in Japan, while maintaining a highly engaged and active player base.
A key factor behind this success is data-driven decision-making using ThinkingEngine. Real-time insights from ThinkingEngine enabled Hypergryph to optimize gacha banners, events, and in-game monetization, ensuring sustained engagement and maximizing revenue in a crowded anime-gacha market. By leveraging analytics at every stage, the team could translate player behavior data into actionable strategies, seamlessly integrating gameplay, collection mechanics, and monetization.
Excelling in a Crowded Gacha Space
Soon after Arknights launched, the mobile anime gacha market became highly competitive. High-production titles with expansive content flooded the market, making it challenging to retain players and generate sustainable revenue. Hypergryph faced three core challenges:
- Maintaining Player Retention: Free-to-play gacha games are prone to content fatigue. Without careful timing of banners and events, engagement can drop quickly.
- Optimizing Monetization: Gacha revenue depends heavily on spending patterns. Hypergryph needed to encourage spending while keeping players satisfied.
- Standing Out in a Crowded Market: With so many visually impressive anime-gacha titles, differentiating Arknights required not only quality design and gameplay but data-informed strategies to maximize impact.
Leveraging Gacha and Data
Hypergryph addressed these challenges through a multi-layered, data-driven strategy, combining gacha mechanics, event planning, and tower defense gameplay using ThinkingEngine.
Gacha-Centric Engagement Optimized by Data
The gacha system is central to Arknights’ revenue model. Operators are collectible through limited-time banners, which are continuously optimized using ThinkingEngine insights. Our platform tracks:
- Banner performance and popularity trends.
- Player spending and retention patterns.
- Operator desirability and engagement behavior.
These insights allow Hypergryph to predict which banners will perform best, adjust pull rates, and fine-tune character release schedules, maximizing revenue while maintaining player satisfaction. For example, if a particular operator shows higher engagement but low conversion, ThinkingEngine can signal adjustments in banner timing or related event rewards to boost performance.
Event-Driven Retention Informed by Analytics
Story-driven and seasonal events are a key tool for engagement. Using ThinkingEngine, Hypergryph monitor participation rates, completion metrics, and banner conversion rates, enabling them to:
- Adjust difficulty and rewards in real time.
- Schedule events to complement banner releases for maximum impact.
- Target specific player segments with customized incentives.
This ensures that events not only entertain players but also reinforce gacha engagement and monetization, creating a sustainable cycle of activity and revenue.
Tower Defense as Strategic Depth
While gacha drives revenue, tower defense gameplay offers meaningful strategic challenges that reinforce long-term engagement. Players must deploy Operators effectively to overcome increasingly complex stages, creating a feedback loop where strategic gameplay supports gacha investment. ThinkingEngine tracks stage completion and failure rates, allowing the team to refine balance and maintain an optimal level of challenge, which in turn encourages players to invest in new Operators for strategic advantage.
Data-Driven Monetization and Regional Strategy
ThinkingEngine also plays a vital role in global strategy. By monitoring player behavior across regions—particularly Japan, a top-performing international market—the team can:
- Adjust regional banner content and schedules.
- Segment players based on spending behavior to target events or promotions.
- Fine-tune pricing and reward structures to maximize ARPU (average revenue per user) while maintaining player trust.
These data-informed decisions allowed Arknights to thrive in a crowded market, outperforming many higher-budget competitors, and to sustain a loyal and engaged global player base.
High-Quality Presentation and Analytics Integration
Arknights combines this data-driven strategy with polished art, immersive worldbuilding, and intuitive UI/UX. ThinkingEngine helps quantify the impact of design and presentation on engagement and retention, linking qualitative design choices to measurable player behavior and gacha performance.
Lasting Market Resilience
Leveraging ThinkingEngine, Hypergryph achieved results that highlight the power of real-time analytics in mobile gaming:
- Revenue Milestones:
- Over $1.1 billion in global revenue.
- $500 million in Japan alone.
- $39.4 million in global revenue in May 2025.
- Player Engagement and Market Position:
- More than 40 million downloads worldwide.
- Consistently ranks in the top 10 strategy/gacha games on major app stores.
- Maintained a strong and active player base despite a crowded anime-gacha market.
These outcomes were not the result of design or luck alone. By leveraging ThinkingEngine to analyze banner performance, event timing, and in-game behavior, Hypergryph could optimize nearly every aspect of player engagement and monetization—scheduling events based on participation metrics, adjusting gacha probabilities according to conversion trends, and refining gameplay balance using player success data.
This data-driven approach, combined with compelling gacha mechanics, meaningful tower defense gameplay, and high-quality presentation, enabled Arknights to maintain a dedicated player base, maximize revenue, and remain highly relevant in a competitive anime-gacha market. By continuously iterating and optimizing with ThinkingEngine, the team demonstrates how analytics can directly drive both engagement and profitability. Looking ahead, the upcoming Arknights: Endfield 3D RPG sequel is poised to build on these strategies, expanding the franchise’s reach and continuing to captivate players worldwide.
“With ThinkingEngine, we’re able to see player behavior in real time and respond quickly. That insight has helped us keep Arknights engaging and rewarding for our community.”—Hypergryph
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