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About Superior
Superior Trade is execution infrastructure for autonomous trading agents, turning a natural-language or structured trading idea into a strategy that can be backtested and deployed. It currently connects to Hyperliquid spot and perpetuals and, through HIP-3 markets such as xyz, cash, flx, km, hyna and vntl, covers tokenized equities, commodities, foreign exchange and indices. It addresses the gap between strategy generation and real order placement: the terminal converts a drawing or a single sentence into entry, stop and target levels, the backtest engine screens out overfitted parameters using two years of historical data and walk-forward validation, and approved strategies run continuously under a managed runtime that also manages positions.
The mechanism is divided across a skill library. Signal skills pull wallet data from Nansen and liquidation heatmaps from CoinGlass, reasoning skills handle volatility-scaled sizing, correlation filters and portfolio drawdown caps, and execution skills supply grid, TWAP and funding-carry templates, all delivered as Python strategies with Freqtrade-compatible configuration. Funds sit in a platform-managed wallet, and the agent receives trading permission without withdrawal rights, so keys are never exposed to the model. Skill package version 3.1.0 was updated on 2 April 2026, and the platform is integrated with OpenClaw, HelloMinds, Hermes and a Telegram bot.
Superior raised US$1 million on 28 May 2026 from Animoca Brands and affiliates, becoming the first recipient of the Minds Investment Programme launched on 5 May with up to US$10 million; the capital is earmarked for rolling out agentic trading infrastructure and global expansion.
Its Superior Terminal turns market data, news and social signals into backtestable strategies and connects to Hyperliquid through trade-only agent wallets, separating execution from custody; the architecture moved into live deployment during 2026, letting users define parameters while agents handle research, backtesting and conditional execution.
Superior's next steps include broadening institutional and retail access to the agentic trading stack, adding more strategy templates and historical datasets, extending from perpetuals into additional markets, and shipping team collaboration and risk-control modules.
Jason Kwok — Co-founder & CEO; studied computer engineering with a mathematics minor at the University of Hong Kong; previously with Origins Analytics and a contributor to MAP Protocol and KIP Protocol.