Research vault.
On-chain.
HEP (Hyperextropy Provider) is an experimental research deployment on Hyperliquid. Scenario-driven allocation with transparent, verifiable results.
How HEP Works
World model generates scenario distributions across thousands of plausible futures.
Directional bias metric (-100 to +100) computed from probability landscape.
Autonomous allocation on Hyperliquid based on score signals.
Key Details
Research Purpose: HEP is an experiment, not an investment fund. See full disclaimer below.
Live Vault Metrics
Real-time on-chain data. HEP vs Hyperliquid benchmark.
HEP Vault
Hyperextropy Provider
APR
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TVL
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Max Drawdown
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Depositors
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HLP Vault
Hyperliquidity Provider
Benchmark
APR
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TVL
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Max Drawdown
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Depositors
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Research Backtest
Historical validation. Past performance does not guarantee future results.
Feb 1 – Aug 1, 2025
Out-of-sample · 0.045% fees
Methodology
Scenario-driven allocation with position sizing proportional to scores. TP/SL optimized via grid search. No traditional indicators.
Test Conditions
6 months spanning bullish, bearish, and stationary regimes. Assets: BTC, ETH, BNB, DOGE, XLM. Voyons SDK (tiny-25.9).
Track HEP
Follow the research vault on-chain or build your own applications with Voyons infrastructure.
Important Disclosure
Research & Educational Purpose: This page presents applied AI research in probabilistic forecasting. All content is provided for educational and research purposes only. HEP is a decentralized research vault, not an investment fund.
No Financial Advice: Nothing on this page constitutes financial, investment, trading, or other professional advice. Results shown are either hypothetical (backtests) or experimental (forward-testing). Past or simulated performance does not guarantee future results.
Third-Party Infrastructure: HEP operates independently on Hyperliquid's public decentralized infrastructure. Duon Labs has no formal partnership, affiliation, or endorsement from Hyperliquid. Duon Labs does not manage funds, hold custody, solicit participation, or control vault operations.
Inherent Market Risks: Cryptocurrency markets are highly volatile and speculative. Any use of forecasting tools or market data carries inherent uncertainty.
By accessing this page, you acknowledge these risks and limitations. Contact: contact@duonlabs.com