Wallet V, a self-custody Web3 wallet, has launched a public performance benchmark for AI trading agents configured by its users on third-party platforms. According to reports from Wallet V, the benchmark publishes aggregate cohort performance and is hosted on the Wallet V website. The benchmark covers 688 agents created by Wallet V users over the prior two months, each configured by users using large language models to generate trading decisions and executed on Hyperliquid or Aster platforms. As per Wallet V, the benchmark is refreshed as new agents are deployed, providing ongoing performance transparency for users. The platform connects to third-party platforms supporting cross-chain swaps, perpetual futures, prediction markets, and onchain exposure to tokenized equities.
The cohort spans seven large language model families with varying performance outcomes. Across the cohort, 42 percent of agents recorded a profit and loss balance of zero or higher over the period. Peak agent-level return on investment in the dataset ranged from negative 30 percent on the lowest-performing model to positive 307 percent on the highest-performing model. Models represented by fewer than 10 agents in the cohort are reported as directional rather than statistically conclusive. According to the latest data from walletv.io as of June 2026, Qwen leads with 483 agents (44% profitable, +307% peak ROI), followed by Grok with 57 agents (42% profitable, +80% peak ROI). DeepSeek shows 48 agents (42% profitable, +58% peak ROI) at baseline performance, while Gemini and GPT underperform with 49 and 42 agents respectively showing 41% and 31% profitability rates.
According to Wallet V, agents in the cohort executed strategies as perpetual futures across four asset classes available on Hyperliquid and Aster platforms. These include major digital assets such as BTC, ETH, and SOL; tokenized equities, including pre-initial public offering equity exposure; commodities including gold, silver, and oil benchmarks; and major foreign exchange pairs. All instruments are accessed through third-party venues, with Wallet V aggregating on-platform performance by underlying model. The platform provides users with direct access to third-party AI models to configure AI agents and execute user-defined trading strategies, connecting to third-party platforms supporting cross-chain swaps, perpetual futures, prediction markets, and onchain exposure to tokenized equities.
As reported by Wallet V, the company plans to extend the benchmark in subsequent releases. Future releases include the addition of newer model families, support for prediction markets, advanced analytics features for copilot trading, and personalized AI prompt generation tailored to each user's trading style. According to Adam Cai, Founder & CEO of Virgo Group, the focus has been on building infrastructure for the next phase of crypto, with this benchmark representing what that next phase looks like up close. Users can now decide which AI model to configure their agent in the same way institutions evaluate managers, by reviewing observable performance over time. The Wallet V applications for iOS and Android are available at dl.walletv.io.
According to Wallet V, the company is an incubation project by Virgo Group, a digital asset service provider led by CEO Adam Cai. Virgo Group is backed by investors including Draper Dragon, OKX Ventures, Vaulta Foundation, Cobo Ventures, Waterdrip Capital, and Sora Ventures. Wallet V provides users access to third-party AI models to configure AI agents and execute user-defined trading strategies, connecting to third-party platforms supporting cross-chain swaps, perpetual futures, prediction markets, and onchain exposure to tokenized equities. The platform emphasizes that trading crypto, perpetual contracts, tokenized assets, and prediction markets involves significant risk of loss and is offered by third-party platforms, while Wallet V itself is a software provider that connects to external platforms and does not offer trading services or AI automation tools directly or indirectly. Wallet V does not provide investment, tax, or legal advice, and access to certain products may be restricted in some jurisdictions.
