A lot of people see the $200 million in rewards distributed by Stacked and their first reaction is: Wow, this project really has money; the user base must be huge.

But if you've been hanging around the Web3 gaming scene for a while, you'll realize that 'distributing funds' isn't the real skill; it's all about 'distributing the funds correctly' that really counts.

1. Why is 'distributing the funds correctly' the top challenge in Web3?

The P2E (Play-to-Earn) model has an open secret: as long as the rewards are enticing enough, there will always be thousands of bots and studios diving in like sharks smelling blood.

Current situation: Many projects seem to have impressive cash flow, but their books are a complete mess. Funds go out, but 80% end up in the pockets of scripts and studios, leaving real players to pick up the scraps.

Consequences: When the profits from the grinders far exceed the costs, the selling pressure can instantly crush the economic model. That's why many projects that have their moment in the spotlight face imminent collapse when the reward scale ramps up.

2. Stacked's '200 million pressure test'

What makes Stacked truly impressive is not the 200 million figure, but that under the temptation of that 200 million, its anti-fraud system actually held up.

This system wasn't conceived on a whim; it was fed by four years of real-world 'beaten' experience from (Pixels).

The real 'virus database': It logs countless attack methods, script paths, and the disguises of studios.

AI behavior recognition: It can accurately distinguish who is coming to 'shear the sheep' for resource extraction and who is the real consumer willing to spend money to play the game. It’s said that the overlap in identification between the two reaches 98.8%. Such precision cannot be achieved without years of practical data accumulation.

For new projects, this is like a 'dimensional strike.' Most new teams have no idea where to build their defenses until they face large-scale attacks. By the time the attack really comes, the project is already close to zero.

3. Next stop: stepping out of the 'comfort zone'

Although this system has run smoothly internally, the real test is just beginning.

In the upcoming Q4, when external games start to connect to Stacked, the situation will change: the battlefield has shifted, and the enemy's tactics will also change. We shouldn't just focus on how much Stacked's revenue has increased; we need to see if this 'antivirus software' honed in the Pixels lab can maintain its current pressure in an unfamiliar external environment. If it can hold this line, then it is not just a platform but the foundational 'immune system' for the entire Web3 gaming space.

💡 Xiao Cong's viewpoint

I've seen too many projects die from 'data-driven false prosperity.' Many times, the project teams themselves don't even know how many of those active addresses in the backend are real users.

I believe the core moat of Stacked is actually 'failed experience.' That 200 million is more like a continuous four-year pressure test. In the Web3 space, code can be rewritten, models can be replicated, but this 'defensive muscle memory' iterated through millions of attacks is the hardest barrier for new projects to buy with money in a short time.

What we need to keep an eye on next isn't how much money it has raised again, but whether the retention rate and profit share of 'real players' remains robust after connecting to external projects. If the anti-fraud system can be output as a standardized service, then Stacked's potential goes beyond just a few games.

(The above content is personal opinion for reference only)