Experimental data research

Hyperliquid research labs

Auditable experiments built from Hyperliquid market data and timestamped Spottrench snapshots. We publish missing history as missing, never as a back-test.

Experimental section. Every page publishes its method, coverage and limitations; history accumulates only from real timestamped snapshots and is never back-filled.

Response generated: 2026-07-12 20:26 UTCSources and coverage: Hyperliquid API · Spottrench methodology

Updates: daily archive snapshot after the nightly data pipeline (~03:30 UTC); on weekdays an extra market reading at 15:30 UTC. Live tables refresh continuously.

Available experiments

Hyperliquid COT: whale positioning report

Long/short concentration, exposure shifts and the largest visible positions of tracked wallets.

51.1%of whale notional is long$7.89B in tracked open positions

History accumulating1 archived observation · 2026-07-12 to 2026-07-12

Open lab →

Whale edge: signal performance study

Forward returns after documented whale imbalances, with null outcomes kept visible.

16markets with a strong whale biasstrongest bias: SPX, 90% short

History accumulating1 archived observation · 2026-07-12 to 2026-07-12

Open lab →

Method

Each lab has an explicit question, a fixed allowlist of input fields and a visible history state. Results are calculated only from saved observations; unavailable due-date outcomes stay null.

Frequently asked questions

What is this section?

Open research experiments on Hyperliquid market data: live price deviations versus official exchanges, whale positioning, whale-signal performance and a public ledger of our own forecasts. Every experiment states its method and limitations on its page.

Where does the data come from?

The Hyperliquid public API (prices, positions, open interest) plus our daily collector snapshots of active wallets. Reference prices for tokenized stocks come from Yahoo Finance. History is archived once per day and never back-filled.

Why are some values empty?

By design. An outcome is published only when a real archived snapshot exists for its due date. Missing observations stay empty instead of being interpolated — that is what makes the results auditable.

Research limits

Experimental statistics are not a recommendation or financial advice. Correlation does not establish causation, tracked wallets are only a sample, and past relationships may disappear.