Digital Assets

This marketWhat it is, what trades, and the ideas it runs on.

The market at a glance

Digital assets went from whitepaper (2008) to a multi-trillion-dollar asset class with spot ETFs, CME futures and institutional custody in fifteen years — the fastest financialisation in history. The core remains concentrated: Bitcoin and Ether carry most of the capitalisation; thousands of smaller tokens trade behind them with venture-style risk.

Structurally it is two markets in one: a crypto-native layer (24/7 global exchanges, perpetual futures, on-chain settlement, self-custody) and a TradFi layer (ETFs, CME, regulated custody) — increasingly arbitraged together by basis traders. Volatility remains the defining feature: 50–80% drawdowns are cyclical routine, and everything from position sizing to option pricing must start there.

Crypto's genuine financial invention

The perpetual future — an expiry-free future tethered to spot by a funding rate paid between longs and shorts every few hours — is the asset class's real contribution to financial engineering. Funding is simultaneously the price of leverage, the market's sentiment gauge, and a harvestable yield. The calculator below turns a funding print into annualised numbers — the arithmetic behind the "cash and carry" trade that anchors crypto's term structure.

How the products fit together

Spot is ownership — and custody is half the analysis. Perpetuals carry the leverage and price discovery. Options price the turbulence (with two-sided skew — melt-ups are real here). ETFs/ETPs import it all into brokerage accounts, and their flows have become the marginal price-setter for Bitcoin itself.

Concepts to master

• Wrapper risk ≠ asset risk — most crypto disasters (Mt. Gox, FTX, GBTC's discount) were custody and wrapper failures, not Bitcoin failing.
• On-chain data — a fundamentals dataset no other asset class has: flows, dormancy, exchange balances, all public. Learn to read it before trusting any narrative.
• Correlation regimes — crypto trades like levered Nasdaq in macro risk-off, and like its own planet during crypto-specific events; position sizing must survive both regimes.
• Fat tails as baseline — sizing, not conviction, is the professional's tool: small allocations capture diversification math while capping worst cases at the sleeve.

The same questions, asked of all elevenThese sections answer the same thing on every asset class, so the answers can be read next to each other.

The units this market speaks in

• Prices are per token and against something — usually a stablecoin rather than a bank dollar, which means the quote already contains a credit assumption most quotes do not. Stablecoin.
• Perpetual futures are priced by a funding rate, quoted as a percentage paid every few hours between longs and shorts. It is the mechanism that tethers a contract with no expiry to spot, and it is the number that says who is crowded. Perpetual future.
• Leverage is stated as a multiple and enforced mechanically. There is no phone call and no grace period: the liquidation engine acts, which makes forced selling faster here than anywhere else in finance.
• Staking yield is quoted in percent, but it is paid in the same token whose price is the risk — a yield denominated in the thing you are exposed to is not the same as a cash yield. Staking and liquid staking.
• Transaction cost is a fee paid in the chain's own token, varying with congestion rather than with the size of the trade. A small trade can be uneconomic at the wrong moment.
• The venue is part of the price. The same asset trades at different prices in places with different withdrawal rules, and the difference is a measure of trust rather than of value. FTX, 2022.

Who is choosing, and who is forced

Forced selling in this market is faster than anywhere else in finance, because it is executed by software with no discretion and no telephone.

• Forced, mechanically: leveraged positions at liquidation. There is no margin clerk and no grace period. The engine closes the position, which pushes the price, which triggers the next one — the cascade is a design feature of the venue, not an accident.
• Forced, periodically: the funding rate. Crowded longs pay crowded shorts every few hours, so a one-sided market carries a running cost that eventually forces a decision. Perpetual future.
• Forced by cost: miners and validators. Electricity and hardware are paid in ordinary money, so a share of production is sold regardless of price.
• Forced by redemption: stablecoin issuers. Meeting redemptions means selling reserves, which links this market to short-dated government debt in a way most of its participants do not think about. Is a stablecoin stable.
• Choosing: everybody else — and in a market this reflexive, the ability to do nothing is worth more than it is elsewhere.

What a bad day looks like here

• The shape of it: a liquidation cascade. Prices fall, positions are closed by software, the closing pushes prices further, and the next tier of positions is closed. It completes in minutes rather than sessions.
• The first tell: open interest rising while the funding rate is extreme. That is a crowded, levered, one-sided position waiting for an excuse.
• The second tell: a stablecoin trading away from par. It usually means redemption has become slow or uncertain, not that the reserves are bad — but the market cannot tell those apart in the moment. Stablecoin.
• The third tell: withdrawals slowing at a venue. In a market where the exchange is often also the custodian, this is the only warning that matters. FTX, 2022.
• The question that would have caught it: who is holding the asset, and is that the same entity that is quoting me a price for it?

How a trade actually happens here

This is the only market on the site where settlement can be instant and final — and the only one where a settlement mistake cannot be reversed by anybody, because there is nobody holding the authority to reverse it.

• On a centralised venue, the trade is a database entry. The venue holds both sides' assets and moves numbers between internal accounts. Execution is immediate, but nothing has settled in any external sense: the venue still owes you. Crypto spot.
• Withdrawal is the real settlement, and it is a separate act. Everything a customer believes they hold on a venue is a claim on that venue until the assets are moved out of it. FTX, 2022 is what the difference turned out to be worth.
• On chain, execution and settlement are the same transaction. Either both legs happen or neither does, with no clearing house in between — and finality arrives by degrees, becoming practically certain once enough blocks have been built on top.
• The fee is paid whether or not it worked. A transaction that runs out of gas or reverts still costs, because the network did the work of finding out that it would fail.
• Counterparty risk moves rather than disappearing. There is no dealer to fail, but there is a key to lose, a contract that may not do what its documentation says it does, and a bridge holding assets on one chain against tokens issued on another.
• When it fails: an address is wrong by one character and the transaction succeeds. Nothing has broken, no rule was violated, and there is no mechanism anywhere to undo it.

Where the spread is, and who earns it

This is the most transparently priced class on the site and one of the most expensive to hold, because the costs are numerous, small, and charged in four different places by four different parties.

• The venue's fee, split maker and taker. Published, tiered by volume, and charged on both sides of a round trip. Unusually for anything on this site, it is a genuine posted price.
• The network fee, which is not the venue's. Moving the asset costs whatever the network is charging at that moment, and that is set by demand for block space rather than by anyone's price list. A withdrawal fee on top of it is the venue's.
• Funding on a perpetual, paid several times a day. There is no expiry to pull the contract back to spot, so a periodic payment between longs and shorts does the job instead. Holding the popular side of a crowded position is a continuous outflow. Perpetual futures.
• The spread between venues. The same asset trades at different prices in different places, and it stays that way because closing the gap means moving the asset or the cash, which takes time and carries its own risk. The gap is the price of that risk rather than a free lunch.
• On a stablecoin, the reserves earn and the holder does not. The issuer holds short-term instruments against the coins and keeps what they yield. The holder's return is zero by design, which is the business model stated plainly. Stablecoins.
• Staking commission, plus the lock-up. A share of the reward goes to whoever runs the infrastructure, and the asset cannot be moved during an exit queue whose length is a property of the network. Liquid staking.

How a position here ends

Every other class on this site ends through an intermediary who can be asked what happened. Several endings here are final in a way that has no equivalent anywhere else on the site.

• You sell it on a venue — which requires the venue to exist, to be solvent, and to be processing withdrawals that day. Those are three separate conditions and 2022 separated them. November 2022.
• You send it to the wrong address. There is no reversal, no recall, and nobody to telephone. It is the only market covered here where an operational error is arithmetically final.
• The key is lost. Nothing failed, nothing defaulted, no price moved, and the position is gone. Custody here is possession rather than a record somebody else keeps.
• Liquidation on a leveraged position. On a perpetual this is the ordinary ending rather than the exceptional one, and in a fast move the liquidation itself is what moves the price further.
• The peg goes. A coin promising redemption at par stops being redeemable at par. Whether that is possible at all depends on what is actually held against it and whether anybody can compel its delivery — which is a documents question, not a market one.
• The chain changes underneath it. A fork, a migration, a contract upgrade: the holding becomes two things, or one thing that no longer works with the software that used to read it.

Which risk decides across this class

Every product page here carries the same five bars. Read down the class instead of across one instrument, the question changes: is this a shelf of things that fail the same way, or a shelf of things that only share a department?

Go deeper, and practiseLonger pieces, what an interview asks here, and a page to print.

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How this market works

Analysis

Staking yield, honestly measured

A staking reward paid in the same token that is being issued to everyone is not straightforwardly income. The real yield is what remains after the network's own issuance dilutes you:

Who does this: Digital Assets is quoted from five sell-side seats — Sales, Trading, Structuring, Research, Prime Services — and held from the buy-side by Asset Management, Private Markets, Hedge Funds & Alternatives, Wealth Management, Insurance & Pensions. See the industry map.