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Spot Bitcoin and Ether ETF Flows: Reading the Daily Number Against the Cumulative Base
A spot ETF flow number comes in two forms that get confused constantly: the volatile daily net flow and the slow cumulative base. On 2026-06-26 the Bitcoin funds saw a $445M daily outflow against a $51.6B cumulative base, ETH a $13M outflow against $10.9B, while the futures curve held a calm +4.0% contango. Here is how to read daily against cumulative, BTC against ETH, and flows against the carry.
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Realized vs Implied Volatility in Crypto Options
Realized volatility is how much price actually moved; implied volatility is how much the options market expects it to move. The gap between them is the volatility risk premium. Here is the distinction, why it matters, and how to read DVOL against positioning, with a live 2026-06-27 read.
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Order Book Imbalance and Liquidity Walls: Why the Number Depends on the Band and the Venue
Order book imbalance compares resting bid and ask liquidity, but a single figure hides where the depth sits. A book can read +28.9% bid-heavy in aggregate and -5.6% ask-heavy at the touch the same minute, and venues disagree. Here is how to read imbalance and liquidity walls across depth bands and exchanges.
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OI-Weighted Funding Rate: Reading One Honest Number Instead of an Average That Lies
A simple average of perpetual funding rates lets a near-empty venue cast the same vote as the deepest book. The open-interest-weighted funding rate weights each venue by its open interest, so the deepest book dominates. Here is what it is, why a flat average lies, the four-step methodology, and how to read it live on Athenum.
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Liquidity Sweeps and Stop Hunts: Reading Them in the Liquidation Heatmap and Order Book
A data-first guide to spotting liquidity sweeps and stop hunts using the liquidation heatmap, order book whale walls, and CVD instead of chart pattern guesswork.
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Taker vs Maker Flow: Reading Aggressive Order Flow and CVD in Crypto
Taker flow is aggressive market order volume, maker flow is passive limit liquidity. Learn how takers build Cumulative Volume Delta and what taker dominance signals.
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The Cash and Carry Trade in Crypto: Capturing Basis With Spot and Futures
A crypto cash and carry trade buys spot Bitcoin and shorts a dated future or perpetual against it, so the net position is delta neutral and the profit is the basis or funding you collect as the two prices converge at expiry. It works when futures trade at a premium to spot, and it stops working when
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What Is the Estimated Leverage Ratio (ELR) in Crypto? How to Read Open Interest vs Exchange Reserves
The Estimated Leverage Ratio (ELR) is futures open interest divided by an exchange's coin reserves, a dimensionless gauge of how much of the market is leveraged versus spot-backed. Here is the canonical formula, real BTC and ETH readings, and how to trade the trend.
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Crypto PnL Calculator: How to Calculate Profit, Loss and ROI on Futures Trades
The exact long and short PnL formulas for crypto futures, how ROI on margin differs from raw profit, and a worked long plus short BTC example showing how fees and funding cut into realized PnL.
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Crypto Margin Calculator: How to Calculate Required Margin, Isolated vs Cross, and Liquidation Buffer
A margin-focused guide to crypto futures: how to calculate required (initial) margin, maintenance margin, margin ratio, and how those numbers set your liquidation buffer. Includes a worked BTC example, a numbered methodology, and an isolated vs cross comparison table.
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