
432 Hours of Hyperliquid Oil Market Data: A Microstructure Comparison with CME WTI Futures
Story of three weekends of Price Discovery on Hyperliquid
Onchain trading is where market structure changes first. Castle Labs covers perp DEXs, options, commodity markets, prediction markets, volatility venues, and exchange design from the microstructure up. Our commodities report benchmarked Hyperliquid's oil perps against CME futures tick by tick; our options and prediction-market work asks the same question for binary outcomes and volatility: where is price discovery moving onchain, and what still blocks institutional depth?
Sources: Hyperliquid Info API (2026-09-15), DeFiLlama prediction markets (2026-09-15), DeFiLlama options volume (2026-09-15).

Story of three weekends of Price Discovery on Hyperliquid

Castle Labs research on Boros, Pendle’s yield-trading platform for funding rates, covering Yield Units, hedging use cases, vaults, liquidity, and power-user strategies.

This article is an excerpt from our research on The Renaissance of Onchain Options, mapping the expansion of options (and prediction markets) as a trading instrument and the volatility that prices them, published in collaboration with Block Scholes.
Castle compares onchain venues with established markets through executed volume, open interest, spreads, liquidity, market hours, and the behaviour of prices during stressed periods.
The research covers order books, AMMs, perpetual options, short-dated binaries, volatility surfaces, and the overlap between options and prediction markets.
Funding-rate products separate the cost of holding perpetual exposure from the asset price itself, giving traders a direct market for rates, basis, and relative-value strategies.
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Perpetual futures (perps) have become one of the strongest instruments for digital asset trading.

PLUS: HyperEVM DEX activity, Ethena basis trade exposure, Fomo, and Lighter Robinhood instance.

This article is an excerpt from our research on The Renaissance of Onchain Options, mapping the expansion of options (and prediction markets) as a trading instrument and the volatility that prices them, published in collaboration with BlockScholes.

A Gap Analysis with Interviews from Rysk, Derive, Panoptic, and GammaSwap.

PropAMMs are all about onchain execution

Hyperliquid is Not a Company — research from Castle Labs.

Predictions Entering the House of All Finance

Using AI swarms to build trading strategies

A deep dive into all the current proposals for the USDH stablecoin

The AI Dispatch #27 - Same Old, $REI Network, Hyperliquid AI? — research from Castle Labs.

All for One and One for All: The Evolution of Consensus Models with Hyperliquid, Monad & Sonic — research from Castle Labs.

A comparative analysis of Solana’s thriving perpetual ecosystem
Castle works with protocols, investors, and market teams on category research, competitive analysis, and distribution.