A Bayesian statistical modeling system that assigns daily scores to wallet addresses based on user activity across blockchain ecosystems.
A Bayesian statistical modeling system that assigns daily scores to wallet addresses based on user activity across blockchain ecosystems, where higher wallet scores demonstrate a statistical relationship with increased market capitalization.
Wallet Scores measure blockchain addresses across five dimensions: user activity, developer behavior, financial metrics, adoption, and community strength. Each category is assigned a specific weight based on its importance to a project’s overall health. The system uses 15 metrics within these categories, assigning points when addresses reach specific activity thresholds.
Scores are dynamically updated to reflect real-time changes in network activity, development progress, and market conditions. By combining these critical metrics into a transparent and data-driven model, Wallet Scores provide a clear, accurate snapshot of a project’s overall performance and health.
Currently, the system scores over 150 million addresses daily across 12 blockchain networks. By focusing on transaction counts rather than token prices or USD values, the scores remain consistent through market cycles.
Blockchain networks use Wallet Scores to:
Identify and attract high-value users
Optimize token distribution and rewards
Benchmark against other chains
Measure growth strategy effectiveness
Traditional Web3 metrics like total addresses or transaction volumes don't capture user quality or predict ecosystem growth. For blockchains and protocols, this scoring framework enables data-driven analysis of their user base. They can identify which users generate the most value, where user retention is strongest, and which on-chain activities correlate with long-term ecosystem health.
This quantitative approach helps protocols understand their competitive position. For example, a chain might have fewer total users than competitors but generate more value through higher-quality engagement. The data also reveals ecosystem weaknesses - showing where users drop off, which features aren't gaining traction, and where growth strategies need adjustment.
The broader impact on Web3 adoption comes through:
More efficient resource allocation for user acquisition
Better product development based on valuable user behavior
Standardized metrics for ecosystem growth
Targeted incentives that drive sustainable adoption
Wallet Scores can play a crucial role in driving Web3 adoption by providing clear, data-driven insights into the reliability, security, and usability of wallets—essential tools for interacting with decentralized ecosystems. As wallets serve as the gateway to Web3, enabling users to manage digital assets, engage with DeFi platforms, and participate in virtual economies, their performance directly impacts user trust and adoption. By evaluating wallets based on metrics like user activity, developer contributions, and community engagement, Wallet Scores help eliminate uncertainty for both newcomers and experienced users, guiding them toward trusted solutions. This transparency reduces friction, encourages safer participation, and builds confidence in Web3 tools, ultimately fostering broader adoption of decentralized technologies and digital ownership.
About Flipside Crypto
Flipside orchestrates blockchain growth through a powerful mix of data, science, and community. Powered by a proprietary wallet scoring methodology, Flipside designs measurable, performance-led campaigns that amplify social narratives, accelerate onchain activity, and drive meaningful market cap outperformance for partners like NEAR, Avalanche, Solana, Flow, Aptos, and many more. Founded in 2017, Flipside is backed by Republic Capital, True Ventures, Galaxy, M13, Dapper Labs, Tribe Capital, and Hashkey.
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