The economics of on-chain intelligence and compliance

Bounty markets and subscription models

Arkham Intelligence operates a bounty marketplace where users post requests for specific on-chain data. This model incentivizes researchers to hunt for information to prevent the spread of cryptocurrency attacks, especially after $3 billion in DeFi hacks occurred last year. Users exchange information for ARKM tokens through the Arkham Intel Exchange. Of the 1 billion total ARKM token supply, 5% goes to the token sale and 20% goes to key contributors. I find this bounty model targets investigators, while Nansen targets professionals through subscription tiers. Nansen labels over 250 million addresses across 30 blockchains to provide context for traders and analysts. The Nansen free tier includes a Solana wallet tracker that covers PnL, holdings, and trade history for any address. You can check a wallet’s ten-bagger claims in minutes with this tool. For developers, Nansen provides a Pro API for $49 a month or a pay-per-call route starting at $0.01 a query. Arkham’s token sale on Binance Launchpad has a hard cap of $2.5 million, and users can purchase up to $15,000. I see the bounty marketplace as a direct competitor to the data aggregation models of Nansen or Dune Analytics.

Nansen’s pivot to trading

Nansen markets its ability to track smart money, but its expansion into trading infrastructure changes the product’s utility. I would skip their new trading features if I only wanted pure research. The platform now provides AI agents that execute perpetual trades on Hyperliquid and spot trades on Solana or Base. While Nansen provides labels for over 250 million addresses, I find their recent shift toward integrating AI-driven trading tools for perpetuals on Hyperliquid creates a risk profile that complicates the traditional separation between data research and active execution. I compare Nansen to Alpha Factory, which prices its yearly subscription at $33. While Nansen tracks 300 million addresses, Alpha Factory provides 20 AI agents that deliver sentiment scanning and portfolio health checks. Nansen provides raw intelligence, but Alpha Factory tells users what to do with that data through structured risk frameworks, such as a DCA simulator.

I think Nansen’s Smart Money alerts provide useful risk information, yet I find that following wallets without context remains risky because large wallets often hedge or move for reasons unrelated to bullishness. A Smart Money wallet is simply one with a profitable history. Nansen also runs a points loyalty program that rewards subscribers and stakers. I notice Nansen’s pricing structure targets two distinct groups. Nansen’s Pro plan costs $49 on an annual billing cycle, and the monthly rate is 40% higher.

Sanctions screening and regulatory demand

Elliptic secured $120 million at a $670 million valuation to support its surveillance of 1 billion weekly transactions. The firm provides these services to 700 clients, including large banks and government agencies. This revenue relies on the necessity of monitoring fund flows for compliance. For example, Elliptic noted that the A7A5 stablecoin, which entities tied to sanctioned Russian interests launched in early 2025, lost its utility because analytics tools allowed exchanges to flag suspicious activity. A7A5 daily volumes fell 96 percent to $24 million by June 2026 as users feared account closures. Chainalysis estimated that potentially taxable on-chain activity exceeded $457 billion in 2025. The U.S. accounted for $112.6 billion of that activity, including $30.1 billion in realized gains. North America led taxable activity with $134.6 billion, followed by the European Union with $125.1 billion. In the A7A5 case, the token’s peak activity in mid-2025 collapsed after coordinated measures by the US, UK, and EU hit conversion points. No significant new tokens emerged after July 2025, which contrasts with the rising USDT supply. I find that the reliance on analytics to isolate unfreezable tokens becomes a decisive factor in how regulators control liquidity. Does the rise of decentralized trading protocols eventually render these centralized monitoring tools obsolete? A7A5 still processes some reduced activity, but it no longer effectively supports large-scale sanctions circumvention.