Disclaimer: The below article is sponsored, and the views in it do not represent those of ZyCrypto. Readers should conduct independent research before taking any actions related to the project mentioned in this piece. This article should not be regarded as investment advice.
Wallet V, a self-custody Web3 wallet, has launched a public performance benchmark for the AI trading agents its users have configured on third-party decentralized derivatives platforms Hyperliquid and Aster. The benchmark publishes aggregate cohort performance and is hosted on the Wallet V website.
What the Data Shows
The benchmark covers 688 agents created by Wallet V users over the prior two months. Each agent was configured by the user, used a large language model of the user’s choosing to generate trading decisions, and executed on Hyperliquid or Aster. Wallet V aggregates on-platform performance by underlying model, with results refreshed as new agents are deployed.
The cohort spans seven large language model families. Across the dataset, 42% of agents recorded a profit-and-loss balance of zero or higher over the period. Peak agent-level ROI ranged from-30% on the lowest-performing model to +307 % on the highest-performing model. Models represented by fewer than 10 agents are reported as directional rather than statistically conclusive.
 
Agents executed strategies as perpetual futures across four asset classes available on Hyperliquid and Aster: major digital assets (BTC, ETH, SOL), equities including pre-IPO exposure, commodities including gold, silver, and oil benchmarks, and major foreign exchange pairs. All instruments are accessed through third-party venues.
Why It Matters
“At Wallet V, the focus has been on building infrastructure for the next phase of crypto. This benchmark is what that next phase looks like up close. Users now decide which AI model to configure their agent in the same way institutions evaluate managers — by reviewing observable performance over time,” said Adam Cai, Founder & CEO of Virgo Group.
What’s Next
Wallet V plans to extend the benchmark in future releases by adding new model families, support for prediction markets, advanced analytics for copilot trading, and personalized AI prompt generation tailored to each user’s trading style.
The Wallet V app is available for iOS and Android at dl.walletv.io.