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Crypto Long & Short: Crypto’s liquidity mirage

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Chart: Monthly spot and derivatives CEX Volumes and Market share

Welcome to our institutional newsletter, Crypto Long & Short. This week:

  • Leo Mindyuk on how executable liquidity at scale is more fragmented and fragile than most institutions assume
  • Top headlines institutions should pay attention to by Francisco Rodrigues
  • Helium’s deflationary flip in Chart of the Week

-Alexandra Levis


Expert Insights

Crypto’s liquidity mirage: why headline volume doesn’t equal tradable depth

– By Leo Mindyuk, co-founder and CEO, ML Tech

Crypto looks liquid, until you try to trade large volumes. Especially during periods of market stress and even more so if you want to execute on coins outside of the top 10-20.

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On paper, the numbers are impressive. Billions traded in daily volume and trillions traded in monthly volume. Tight spreads on bitcoin and ether (ETH). Dozens of exchanges competing for flow. It resembles a mature, highly efficient market. The beginning of the year saw around $9 trillion of monthly spot and derivatives volumes, then October 2025 saw around $10 trillion in monthly volume (including a lot of activity around the October 10th market bloodbath). Then in November, derivatives trading volumes decreased 26% to $5.61 trillion, recording the lowest monthly activity since June, followed by even larger declines in December and January, according to CoinDesk Data. Those are still some very impressive numbers, but let’s zoom in further.

Chart: Monthly spot and derivatives CEX Volumes and Market share

At first glance there are a lot of crypto exchanges competing for flow, but in reality just a small group of exchanges dominate (see the graph below). If those have liquidity thinning out or connectivity issues preventing the execution of volume, the whole crypto market is impacted.

Chart: Monthly derivatives centralized exchange volumes

It’s not just that the volumes are concentrated on a few exchanges, they are also highly concentrated in BTC, ETH and a couple of other top coins.

The liquidity seems quite solid with a number of institutional market makers active in the space. However, the visible liquidity is not the same as executable liquidity. According to Amberdata (see the graph below), markets that showed $103.64 million in visible liquidity suddenly had just $0.17 million available, a 98%+ collapse. The bid-ask imbalance flipped from +0.0566 (bid-heavy, buyers waiting) to -0.2196 (ask-heavy, sellers overwhelming the market at a 78:22 ratio).

Chart: Order book liquidity depth

For institutions deploying meaningful capital, the distinction becomes obvious very quickly. The top of the book might show tight spreads and reasonable depth. Go a few levels down, and liquidity thins out fast. Market impact doesn’t increase gradually, it accelerates. What looks like a manageable order can move price far more than expected once it interacts with real depth.

Chart: BTC Minimum depth around the October 10 market crash

The structural reason is simple. Crypto liquidity is fragmented. There is no single consolidated market. Depth is distributed across venues, each with different participants, latency profiles, API systems (that can break or have disruptions) and risk models (that can come under stress). Reported volume aggregates activity, but it does not aggregate liquidity in a way that makes it easily accessible for large execution. This is specifically apparent for smaller coins.

That fragmentation creates a false sense of comfort. In calm markets, spreads compress and books look stable. During volatility, liquidity providers reprice or pull entirely. They get unfavorable inventory and are unable to de-risk and pull out their quotes. Depth disappears faster than most models assume. The difference between quoted liquidity and durable liquidity becomes clear when conditions change.

What matters is not how the book looks at 10:00 a.m. on a quiet day. What matters is how it behaves during stress. Experienced quants know that but most of the market participants do not, as they struggle to close open positions gradually and then get liquidated during the stress events. We saw this in October, and a couple of times since.

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In execution analysis, slippage does not scale linearly with order size; it compounds. Once an order crosses a certain depth threshold, impact increases disproportionately. In volatile conditions, that threshold shrinks. Suddenly, even modest trades can move prices more than historical norms would suggest.

For institutional allocators, this is not a technical nuance. It is a risk management issue. Liquidity risk is not only about entering a position, it is about exiting when liquidity is scarce and correlations rise. Want to execute a couple of millions of some smaller coins? Good luck! Want to exit losing positions in less liquid coins when the market is busy like during the October crash? It can become catastrophic!

As digital asset markets continue to mature, the conversation needs to move beyond headline volume metrics and top level liquidity snapshots during the calm markets. The real measure of market quality is resilience and how consistently liquidity holds up under pressure.

In crypto, liquidity isn’t defined by what’s visible during normal stable conditions. It’s defined by what’s left when the market gets tested. That’s when capacity assumptions break and risk management takes center stage.

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Headlines of the Week

Francisco Rodrigues

Wall Street giants have kept moving deeper into the cryptocurrency space over the past week, while new data has shed light on just how large the space is in Russia and how big it could become in Asia. Major market participants Binance and Strategy have meanwhile doubled down on their massive BTC reserves.


Chart of the Week

Helium’s deflationary flip

Helium has surged 37.5% month-to-date, decoupling from the broader market as its fundamentals shift toward a deflationary model. Since the start of 2026, the protocol’s net emissions have turned negative, effectively neutralizing long-standing sell pressure. This transition is fueled by a jump in network demand, with daily Data Credit burns climbing from $30,000 to over $50,000 since the beginning of the year, signaling that utility-driven token destruction is now outpacing new issuance.

Chart: Helium Net Emissions v/s HBT Price

Listen. Read. Watch. Engage.

Looking for more? Receive the latest crypto news from coindesk.com and explore our robust Data & Indices offerings by visiting coindesk.com/institutions.


Note: The views expressed in this column are those of the author and do not necessarily reflect those of CoinDesk, Inc., CoinDesk Indices or its owners and affiliates.

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Crypto World

ETHZilla struggles to find footing as Peter Thiel’s Founders Fund exits

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ETHZilla struggles to find footing as Peter Thiel's Founders Fund exits - 1

ETHZilla Corp (ETHZ) shares faced intense pressure in pre-market trading this Wednesday following news that billionaire investor Peter Thiel and his venture firm, Founders Fund, have completely liquidated their position.

Summary

  • An SEC filing revealed that Peter Thiel and Founders Fund have completely liquidated their 7.5% stake in Ethzilla (ETHZ), triggering a 5.13% pre-market drop to $3.33.
  • Originally a biotech firm (180 Life Sciences), Ethzilla’s high-leverage pivot to a “corporate Ethereum treasury” model has faltered, with the stock currently down 97% from its 2025 highs.
  • Amidst heavy debt and market volatility, the company is attempting to stabilize by pivoting again, this time toward tokenizing jet engines and home loans, though investor confidence remains shaken.

The Thiel exodus: Founders Fund liquidates stake in ETHZilla

The stock, which has already plummeted over 97% from its 2025 highs, hit a pre-market low of $3.33, representing a 5.13% drop from its previous close.

ETHZilla struggles to find footing as Peter Thiel's Founders Fund exits - 1
ETHzilla price performance | Source: Google Finance

The sell-off was triggered by a late Tuesday SEC filing revealing that Thiel’s entities now hold zero shares in the company. This marks a dramatic reversal from August 2025, when the fund disclosed a significant 7.5% stake.

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At the time, Thiel’s entry was seen as a massive vote of confidence for ETHZilla’s pivot from biotechnology to a corporate Ethereum (ETH) treasury model.

The massive sell-off marks a dramatic fall from grace for the firm, which rebranded from 180 Life Sciences last year to become a high-leverage Ethereum treasury. While the initial pivot drew over $425 million in institutional backing, the recent liquidation of its ETH holdings has left investors questioning the sustainability of its ‘crypto-first’ balance sheet.

Crisis in the ETH treasury model

The full exit by Founders Fund underscores the growing skepticism surrounding companies that use high-leverage strategies to accumulate Ethereum. While similar “Bitcoin treasury” plays have remained popular, Ether-focused firms like ETHZilla have struggled under the weight of market volatility and debt obligations.

ETHZilla has recently attempted to diversify its business to stabilize its balance sheet. Recent moves include:

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  • Asset Tokenization: Launching “ETHZilla Aerospace” to tokenize leased jet engines.
  • Debt Repayment: Liquidating over 24,000 ETH in late 2025 to settle convertible bond obligations.
  • Real Estate: Acquiring modular home loan portfolios for on-chain yields.

Despite these efforts to pivot toward Real World Assets (RWA), the market appears focused on the loss of its most prominent institutional backer. For many investors, Thiel’s departure signals that the “Saylor-style” accumulation strategy for Ethereum may be facing a structural breakdown.

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Crypto World

Arthur Hayes Predicts AI Banking Crisis And Bitcoin Surge

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Arthur Hayes Predicts AI Banking Crisis And Bitcoin Surge

The divergence between Bitcoin and tech stocks is a warning sign of a potential artificial intelligence-driven credit crisis that could lead to more central bank money printing, says Arthur Hayes. 

“Bitcoin is the global fiat liquidity fire alarm. It is the most responsive freely traded asset to the fiat credit supply,” said the crypto entrepreneur in his latest blog post on Wednesday.

Hayes went on to caution that the recent divergence between Bitcoin (BTC) and the tech-heavy Nasdaq 100 Index “sounds the alarm that a massive credit destruction event is nigh.”

When these two previously correlated asset classes diverge, “it warrants further investigation into any trigger that could cause a destruction of fiat” — mostly dollars and credit, which is also known as deflation, he said. 

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Hayes believes that job losses due to AI adoption will have a major impact on consumer credit and mortgage debt “because of the inability of white-collar knowledge worker debt donkeys to meet their monthly payments.”

“That’s a bold statement to call for a financial crisis because of job losses caused by AI adoption.”

AI job losses could trigger another banking crisis 

In 2025, companies cited AI when announcing 55,000 job cuts, more than 12 times the number of layoffs attributed to AI just two years earlier, reported CBS News in early February. 

“This AI financial crisis will restart the money printing machine for realz,” said Hayes. 

His loose model suggests that a 20% reduction in the 72 million “knowledge workers” in the US could produce around $557 billion in consumer credit and mortgage losses, representing a 13% write-down of US commercial bank equity.

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Predicted losses assuming a 20% AI job loss. Source: Maelstrom

Hayes speculates that weaker regional banks would buckle first, depositors would flee, and credit markets would seize. The Federal Reserve would eventually panic and start printing money. 

“While the Fed is fighting windmills, AI-related job losses will destroy the balance sheets of American banks,” he said. 

“Finally, the monetary mandarins panic and press that Brrrr button harder than I shred pow the morning after a one-meter dump.”

Related: 1 in 4 CEOs expect to sack staff due to AI this year

Hayes predicted that this surge in fiat credit creation would “pump Bitcoin decisively off its lows,” and that the future expectation of increased fiat creation to save the banking system would “propel Bitcoin to a new all-time high.”

In addition to Bitcoin, Hayes said there are two altcoins that his company, Maelstrom, will “deploy excess stables into once the Fed blinks.” Those coins are Zcash (ZEC) and Hyperliquid (HYPE). 

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More money-printing theories abound 

However, this is not the first radical money-printing thesis Hayes has proposed.

In January, he said that the Federal Reserve would print money to alleviate the Japanese bond crisis. 

In December 2025, he predicted that BTC would surge to $200,000 by March due to money printing through a new Fed liquidity tool called Reserve Management Purchases, which resembles quantitative easing. 

Magazine: Chinese New Year boosts interest, TradFi buying crypto exchanges: Asia Express

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