A1NTEL · Methodology · Reviewed 26 October 2026
Evidence you can inspect.
A1NTEL is an independent developer project. It is not an official Hyperliquid service. Our tools organize public data; they do not make outcomes certain.
Sources and definitions
Core observations come from Hyperliquid public APIs, the Assistance Fund account and market data. Dashboards label additional sources where used. Definitions matter: observed USDC inflow, executed buybacks, Assistance Fund HYPE holdings and circulating supply are different measures.
The buyback guide explains those distinctions. The protocol documentation is the primary reference for exchange rules.
Freshness and gaps
Check each observation's timestamp and interval. The main site caches its live pulse for up to a minute; the individual products use their own refresh schedules. An older observation is not a fresh quote. Collection gaps, API limits and unavailable sources can make an interval incomplete.
We show missing or delayed data rather than inventing observations. A dashboard can display a cached snapshot while a data source recovers. Compare the source timestamp rather than relying only on when you opened the page.
Research and assumptions
Thesis indicators are interpretations of evidence. They are not calibrated probabilities or guaranteed forecasts. Inspect the time horizon, evidence, confidence and invalidation conditions. Fees, liquidity, collateral and execution timing can make actual trading results differ from a historical example.
Review and corrections
Guides show their review date and link to primary sources. Examples are hypothetical unless explicitly labeled as observed data. We do not fabricate backtests, testimonials or performance histories.
Report an error through A1NTEL Discord with the public page, observation time and source. Do not share keys, credentials or private report links. Corrections should update the affected explanation and its review date.