Research, strategies & product notes

How to read an extreme leaderboard ROI without mistaking an unstable or undocumented denominator for verified trading performance.

Weekly altcoin review for Aug 2, 2026 — ADA up 12.47% while 11 of 14 majors fell. What the dispersion says about rotation, and levels to watch next week.

BTC opens the week between its 20- and 50-day averages. Bull, bear, and range scenarios mapped to exact levels — structure analysis, not a forecast.

August 2 movers show risk appetite alive but narrow — sub-penny names lead the gainers while the day's heaviest volume sits on the sell side.

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.

Small-cap gainers ran 38–68% on light volume while BANK halved on $79M turnover. What the day's leaderboard says about risk appetite and rotation.

This week's top Hyperliquid traders by realized 7-day PnL and ROI, straight from the public leaderboard.

The day's biggest crypto losers traded far more volume than its gainers. What that imbalance says about risk appetite and where money is rotating.

A liquidation heatmap estimates where leveraged positions may be force-closed. Learn what the colours mean, what the model cannot prove and how to use it as context.

COTI's +55.45% led a gainer board of sub-$0.10 microcaps while SNXXB fell 36.49%. What the day's dispersion says about risk appetite and rotation.

The day's biggest 24-hour crypto gainers and losers among liquid Binance USDT pairs.

Seven-day review of 14 major altcoins on Binance: AVAX up 4.8%, ARB down 7.18%, ETH flat. What the dispersion says about rotation, and levels for next week.

BTC sits between its 20- and 50-day SMAs with a flat weekly close. The exact levels that define the bull, bear and range cases for the week ahead.

What a 66% Euler rally, a Shiba Inu squeeze, and a 42% DeXe drawdown on heavy volume reveal about risk appetite and rotation on July 26, 2026.

DEXE's +174% move dwarfs the rest of the board while WLD and RE bleed. What the July 25 gainers and losers say about risk appetite and rotation.

The day's biggest 24-hour crypto gainers and losers among liquid Binance USDT pairs.

The day's biggest 24-hour crypto gainers and losers among liquid Binance USDT pairs.

The day's biggest 24-hour crypto gainers and losers among liquid Binance USDT pairs.

The day's biggest 24-hour crypto gainers and losers among liquid Binance USDT pairs.

What $282.6M in realized weekly PnL across six Hyperliquid accounts reveals about how whales and mid-size traders are taking perp risk right now.

Weekly altcoin review for July 19, 2026: LINK and ETH lead, ARB lags. What the tight 7-day dispersion says about rotation, plus scenarios for the week ahead.

BTC sits just under its weekly high with neutral funding and mixed trend. The exact levels that define the bull, bear, and range scenarios into the new week.

All eight tracked Formion strategies posted sub-50% win rates in the latest roll-up. What the numbers show, what they don't, and the tape behind them.

Six Hyperliquid traders booked $4.9M–$245.8M in 7-day realized PnL. What the PnL-vs-ROI split reveals about how perp risk is being sized right now.

July 17 movers show speculative appetite in thin crypto small caps while Binance's tokenized stock wrappers sell off. What the split says about risk.

Top Hyperliquid traders made $154M and 87% ROI in the same week — different numbers, different risk. How to read perp leaderboards without being misled.

PORTO led gainers at +52% on modest volume while SXT and DEXE carried the heaviest turnover on the losing side. A data brief on selective risk appetite.

Six top Hyperliquid accounts split into two risk profiles: large books grinding low ROI and small accounts running extreme leverage. A data brief.

The July 13 gainers and losers read less like a risk rally and more like money rotating between names — with a defensive tilt underneath.

A scenario-based BTC week-ahead built from support, resistance, moving averages, weekly range and ATR — structure, not prediction.

Only three majors closed the week green. ARB ran +20% while ADA lost 13%. What the dispersion says about rotation, and what to watch next week.

A sober read of Hyperliquid's top traders by 7-day realized PnL and ROI — what the spread between size and leverage says about perp positioning.

A data brief on July 11's biggest crypto movers — PYR, HMSTR and MMT run, while SYN, SKL and NEAR lead the downside on Binance USDT.

What the top Hyperliquid traders' 7-day PnL, ROI, and equity reveal about where perpetual-futures risk actually sits right now.

A fast read on 9 July's biggest movers — what the day's crypto gainers and losers say about risk appetite and where money is rotating.

A sober read of July 8's biggest crypto gainers and losers — what SPELL, LDO, HMSTR and the tape say about rotation and risk.

The day's biggest crypto gainers and losers point to small-cap rotation and thinning risk appetite. A grounded look at the July 7 tape.

Reading the top Hyperliquid traders' 7-day realized PnL, ROI and equity to see how perpetual-futures risk is being deployed right now.

A CryptoNuevo-style weekly altcoin brief — 7-day majors performance, dispersion, capital rotation, and levels to watch next week.

A structured BTC week-ahead built only on verified levels — bull, bear, and range scenarios anchored to exact support, resistance, SMAs, and ATR.

July 5 crypto movers point to selective risk appetite: gaming and infra names lead, bridges and memes lag. A quick desk read.

Formion's Gold FRVP strategy logged two live trades on 4 July with no settled win-rate yet, against a session led by HMSTR, TLM and ARPA.

A read of Hyperliquid's leaderboard: where perp risk is concentrated, what 7-day realized PnL and ROI actually say, and what they don't.

A read of the top Hyperliquid leaderboard: 7-day realized PnL, ROI and equity, and what the split says about how perp risk is being sized.

A short, honest read on Formion's live-tracked Gold FRVP strategy and the day's top movers. Tracked results, not promises.

Reading the Hyperliquid 7-day PnL leaderboard — what realized profit, ROI and equity tell us about where perpetual risk sits on 2026-06-30.

The day's biggest gainers and losers point to thin, mid-cap risk appetite rather than broad conviction. A grounded read of the tape.

A scenario-based BTC outlook built only from current price structure — support, resistance, SMAs, ATR and funding. Not a forecast.

Two numbers tell different stories on the Hyperliquid perp leaderboard. Here is how 7-day PnL and ROI reveal where risk is actually being taken.

A week-ahead altcoin outlook for 28 June 2026 — leaders, laggards, capital rotation, and the exact levels worth watching on majors.

A fast read on the day's biggest crypto movers — what AGLD's run and HEI's slide say about risk appetite and rotation.

A read of the 7-day Hyperliquid leaderboard — where realized perp PnL is large, where ROI is sharp, and what equity size tells us about risk.

Formion Gold FRVP logged two tracked trades on 2026-06-25 with no settled win-rate or PnL yet, set against a session of sharp altcoin moves.

Six Hyperliquid traders booked $7.8M–$10.4M in realized 7-day PnL. What their ROI and equity reveal about how perp risk is being taken now.

A fast read on the day's biggest crypto movers — what DEXE's surge and EIGEN's slide say about risk appetite and rotation on 2026-06-23.

Reading the Hyperliquid 7-day PnL leaderboard through the lens of ROI versus equity — where size lives and where edge lives.

Only SOL and ETH held green this week. SUI and ADA fell ~12%. What the dispersion across the majors says about risk appetite.

Bitcoin at $64,176, -2.39% on the week and below its 50-day average. The exact levels, ranges and funding read that frame the days ahead.

The top Hyperliquid accounts booked $134M, $117M and $28M in realized 7-day PnL. What the ROI gap between size and edge actually shows.

RE surges 103% while HEI drops 21%. What the day's largest gainers and losers reveal about market rotation and risk tolerance.

RE surges 798% while AVAX drops 9.7%. Today's crypto moves reveal sharp risk appetite swings and sector rotation patterns.

Analysis of realized PnL and ROI from leading Hyperliquid perpetual traders reveals where leverage and conviction are concentrated this week.

PORTAL, UNI, and EPIC lead crypto markets with double-digit gains. RIF slides 17%. What the moves reveal about trader positioning.

Analysis of realized 7-day PnL and ROI from leading Hyperliquid perpetual traders. What concentration of returns reveals about current perp market risk.

What this blog is for: live market reads, honest strategy backtests, and the engineering behind the Formion AI trading terminal. Every claim is backed by a number you can check in the app.

Our Fixed-Range Volume Profile strategy on XAUUSD 5m — profit factor 1.96, +37.4% net over 180 days at 6.9% max drawdown. How it works, where the edge comes from, and the honest caveats.