In my opinion, Pixels taking RORS (Return on Reward Spend) as a core metric is a significant shift. In the past, I saw many P2E projects where rewards felt more like a consumption, but within the RORS system, I began to measure the effectiveness of rewards with 'returns'. When RORS approaches or even exceeds 1.0, it means the entire system is moving towards sustainable operation.
What truly made me feel this logic was taking root is the launch of Stacked AI. It no longer distributes rewards evenly but accurately allocates rewards to more valuable users by analyzing player behavior and predicting churn risk. In my understanding, this step is equivalent to turning 'giving rewards' into 'making investments'.
Some data changes also validate this point, such as the significant increase in re-participation transfer rates, indicating that rewards are indeed changing player behavior rather than being ineffectively consumed. This transformation has made me re-evaluate incentive mechanisms—rewards are not just short-term stimuli, but can influence long-term retention.
From my perspective, RORS provides direction, and Stacked AI provides execution means. The combination of the two truly makes 'every reward creates value' possible. This also makes me believe even more that this model has the opportunity to break out of the traditional P2E dilemma, gradually approaching a healthier and more sustainable economic structure.
@Pixels $PIXEL #pixel
What truly made me feel this logic was taking root is the launch of Stacked AI. It no longer distributes rewards evenly but accurately allocates rewards to more valuable users by analyzing player behavior and predicting churn risk. In my understanding, this step is equivalent to turning 'giving rewards' into 'making investments'.
Some data changes also validate this point, such as the significant increase in re-participation transfer rates, indicating that rewards are indeed changing player behavior rather than being ineffectively consumed. This transformation has made me re-evaluate incentive mechanisms—rewards are not just short-term stimuli, but can influence long-term retention.
From my perspective, RORS provides direction, and Stacked AI provides execution means. The combination of the two truly makes 'every reward creates value' possible. This also makes me believe even more that this model has the opportunity to break out of the traditional P2E dilemma, gradually approaching a healthier and more sustainable economic structure.
@Pixels $PIXEL #pixel