Research October 14, 2026 5 min
Reading Hyperliquid PnL Without Inventing the Missing Context
How to interpret reported Hyperliquid PnL, ROI and current account value, and why the leaderboard cannot establish starting capital or trading skill.
On-Chain
7 posts
Research
Research October 7, 2026 7 min
Reading Hyperliquid’s Reported PnL Without Overclaiming
What Hyperliquid’s reported seven-day PnL, ROI and current account values establish—and why they cannot verify starting capital or trading skill.
Research September 9, 2026 5 min
Reading Hyperliquid’s Reported PnL Without Overclaiming
How to read Hyperliquid’s reported weekly PnL, ROI and current account value—and what its public leaderboard cannot establish.
Research September 2, 2026 6 min
Reading Reported 7-Day PnL on Hyperliquid’s Leaderboard
How to interpret reported PnL, ROI and account value on Hyperliquid’s public leaderboard without turning limited fields into an unsupported trading narrative.
Research August 3, 2026 6 min
When Perp Leaderboard ROI Breaks: The Denominator Problem
How to read an extreme leaderboard ROI without mistaking an unstable or undocumented denominator for verified trading performance.
Research August 1, 2026 4 min
Hyperliquid's 7-Day Leaderboard: Big PnL, Small ROI — Mostly
What top Hyperliquid traders' 7-day realized PnL and ROI reveal about where perp risk sits: whale accounts grinding low single digits, and one outlier.
Research July 30, 2026 1 min
Hyperliquid whale watch — 2026-07-30
This week's top Hyperliquid traders by realized 7-day PnL and ROI, straight from the public leaderboard.