Fantasy Top, a gamified social finance (SocialFi) platform focused on crypto influencers, recently announced updates including the introduction of the “Clout” feature and changes to its seasonal structure. Clout is a new metric designed to reflect a user’s impact in crypto-related conversations on X. It allows active players to earn their way to becoming a “hero” (a high-value card in the game), while also replacing underperforming heroes.

The feature aims to democratize hero status, rewarding engagement and activity rather than limiting it to a select few. However, some users note it still favors the top 0.1% of active X users, suggesting it may not be as inclusive as promoted. Clout rewards points for X activity, similar to systems like KaitoAI. The algorithm has been adjusted to score proportionally based on account size, giving smaller accounts a fairer chance to compete. Exact details on how Clout is calculated remain undisclosed.

Clout introduces predictability to hero selection, automatically rotating top performers into hero status every season (approximately 4 weeks). It also facilitates the removal of inactive heroes, enhancing the platform’s dynamism. Fantasy Top operates on a seasonal model, with each season lasting roughly 4 weeks. The new updates allow for automatic hero rotation based on Clout performance, ensuring fresh content and engagement.

The platform has scrapped its ELO and Stars systems, likely to streamline gameplay and focus on Clout as the primary metric for performance and rewards. Updates include changes to weekly reward distributions, though specific details were not elaborated in the posts. The changes have sparked mixed reactions. Some users are excited about the viral potential and opportunities to “farm” Clout, while others feel the “everyone can be a hero” narrative was overhyped, as the system still rewards already influential accounts.

Fantasy Top is a fantasy sports-style game where users collect and trade cards representing crypto influencers (“heroes”) on the Blast blockchain. It has gained significant traction, with over $30 million in deposits before its full launch in 2024. Posts on X highlight the platform’s viral growth and the excitement around Clout, but also skepticism about its accessibility and fairness. Users are encouraged to join early to claim Clout points and participate in the evolving ecosystem.

The lack of detailed mechanics for Clout raises questions about transparency. The platform’s focus on X activity could favor users with large followings, potentially skewing rewards despite the proportional scoring adjustment.
Without official documentation, the full scope of seasonal changes and their impact on gameplay remains unclear.

The Clout algorithm used by Fantasy Top is a points-based system designed to measure a user’s influence and engagement in crypto-related conversations on X, determining who becomes a “hero” (a high-value card) in the Fantasy Top game. While the exact mechanics of the algorithm are not fully disclosed, the following explanation is based on available information from X posts and related sources, providing a clear and concise overview of how it works.

Clout quantifies a user’s activity and impact in crypto discussions on X. It determines the top 15 users who become heroes each season (approximately 4 weeks) and identifies the bottom 15 heroes for replacement, ensuring dynamic rotatio. Users earn Clout points by participating in crypto-related conversations on X.

Points are awarded based on quality and virality of posts, emphasizing meaningful engagement over mere volume. The algorithm adjusts scores to account for account size, giving smaller accounts a fair chance to compete with larger, more influential ones. This proportionality aims to democratize hero status, though some users argue it still favors highly active or established accounts.

Clout likely evaluates metrics such as, Post frequency and regular activity in crypto discussions. Likes, reposts, replies, and quote posts on crypto-related content. How widely a post spreads, reflecting its impact. Focus on crypto-specific topics to ensure alignment with Fantasy Top’s theme. The system is described as similar to KaitoAI’s Yaps, which scores based on writing posts and engaging with others, suggesting a comparable engagement-driven model.

At the end of each season, the top 15 Clout earners are selected as new heroes, while the bottom 15 existing heroes are replaced. This automated rotation ensures the game remains fresh and rewards consistent performers. Users post crypto-related content, engage with others’ posts, and build their Clout score. For example, insightful posts or viral threads about crypto trends could yield higher points. The algorithm ranks users by Clout score at the season’s end. The top 15 become heroes, featured as tradable cards in Fantasy Top.

By scaling scores relative to account size, a smaller account with high engagement can theoretically outrank a larger but less active one. The exact weighting of metrics (e.g., how much a like vs. a repost contributes) is not public, leading to some user skepticism about fairness. The Clout algorithm resembles KaitoAI’s Yaps, which rewards users for posting and engaging on X, but is tailored specifically to crypto content.

Unlike traditional fantasy sports algorithms (e.g., Fantasy Premier League’s points based on player stats), Clout focuses on social media influence rather than on-field performance. The algorithm’s specifics are not fully disclosed, making it hard for users to optimize their strategies. Despite proportional scoring, some argue that top Clout earners are often already influential, limiting accessibility for average users.

The system may encourage spammy or low-quality posts to boost engagement, though the emphasis on “quality and virality” aims to mitigate this. Information is primarily sourced from X posts, which may include speculative or incomplete details. Without official documentation, the algorithm’s inner workings remain partially opaque, and user perceptions on X may not fully reflect reality. The system’s fairness depends on how effectively the proportional scoring balances account size disparities, which is unverified without data.

The Clout algorithm is a dynamic system that rewards crypto-related engagement on X, aiming to make hero status accessible while maintaining a competitive edge. It evaluates posts and interactions, adjusts for account size, and refreshes the hero roster seasonally. However, its lack of transparency and potential bias toward influential accounts are points of contention. For users, focusing on high-quality, crypto-focused content and consistent engagement is the best way to maximize Clout points.