
L2BEAT's analysis of Hyperliquid and Lighter reveals most perpetual DEX traders depend on operator trust, not crypto proof. The March 2025 JELLY incident illustrates the risk.
Blockchain research firm L2BEAT published a report finding that most traders on decentralized perpetual exchanges such as Hyperliquid and Lighter are effectively trusting platform operators, not the cryptographic proofs the exchanges are built on. The evaluation covered two main criteria: property rights and order fairness. A third criterion, position fairness, was also assessed. On all three, the report concluded that the cryptographic layer does not fully guarantee outcomes without operator intervention.
The report highlighted the March 2025 JELLY incident on Hyperliquid as a concrete example. Validators forced the liquidation and delisting of the JELLY token at a price of $0.0095, preventing estimated losses of $13 million. The episode showed that the platform's validators can override market mechanics, a power that aligns with trust-based systems, L2BEAT researchers said. The JELLY token was delisted shortly after the forced liquidation, and the incident drew criticism from some traders who argued it violated the principles of decentralized finance.
L2BEAT's methodology involved analyzing the smart contract code and governance structures of both platforms. The firm also examined the validator sets. The firm found that while the core trading logic is on-chain, the ability to update contracts or force liquidations rests with a small set of validators or a multisig. On Hyperliquid, the validators are elected by token holders. The report noted that the concentration of voting power gives effective control to a few entities.
Property rights, in L2BEAT's framework, means traders have exclusive control over their positions. Order fairness ensures no participant can see or front-run pending orders. Position fairness prevents liquidations based on selective or delayed data. On Hyperliquid and Lighter, the report found that operators retain the ability to intervene in each of these areas. The JELLY incident was an extreme case. The criteria themselves identify structural vulnerabilities, the researchers said.
Lighter, a smaller platform, operates with a different governance model. The report found that it also relies on operator trust, with specific mechanisms that differ from Hyperliquid. The platform uses a centralized order book with on-chain settlement, a design that L2BEAT said introduces different trust assumptions.
Spot decentralized exchanges, such as Uniswap, rely on automated market makers and do not have validators that can force liquidations. Perpetual DEXs, by contrast, require oracles and margin management, which creates more points where operator intervention is possible. L2BEAT said the report provides a framework for evaluating the trust assumptions of these platforms.
For traders, the practical implication is that depositing funds on a perpetual DEX does not guarantee the same level of trustlessness as a spot trade on a fully on-chain venue. The analysis challenges the assumption that these platforms are fully trustless, L2BEAT said. The report argues that traders should account for operator risk when using perpetual DEXs, especially for large positions or illiquid tokens.
The findings arrive as perpetual DEXs capture a growing share of crypto derivatives volume. Hyperliquid alone has attracted billions in open interest, partly because of lower fees and faster settlement than centralized exchanges. The L2BEAT report frames the trade-off between cost and trust as steeper than many participants realize. That analysis adds to a growing body of work questioning the trustlessness of DeFi derivatives, a topic covered in AlphaScala's crypto market analysis.
The JELLY incident remains the most prominent example of operator intervention on a perpetual DEX, according to L2BEAT. The full report includes detailed breakdowns of each platform's governance structure, including the composition of validator sets and the mechanisms for contract upgrades. L2BEAT said it plans to update its evaluations as the platforms evolve and will continue to monitor for similar incidents. Hyperliquid did not immediately respond to a request for comment on the report.
Prepared with AlphaScala research tooling and grounded in primary market data: live prices, fundamentals, SEC filings, hedge-fund holdings, and insider activity. Each story is checked against AlphaScala publishing rules before release. Educational coverage, not personalized advice.