Market depth by venue
What must be traded to move the price of tokenized assets by two per cent, venue by venue, issuer by issuer and by type of venue. Volume says how much changed hands; depth says what an order would do to the price.
What is it?
Depth measures what an order would do to the price. For every pair on which a tokenized asset trades, the source publishes two amounts: what would have to be bought to push the price up 2%, and what would have to be sold to push it down 2%. On an order book, these amounts add up along the resting orders; on a liquidity pool, they follow from what the pool holds. This view sums those amounts by venue, by issuer of the quoted instrument and by type of venue, over the most traded tokenized assets at snapshot time. It adds the gap between the best bid and the best ask, as a volume-weighted median. Volume says how much changed hands; depth says what is still needed to move the price.
How to read
Each venue is a row. Left of the central axis, depth on the way down; right of it, depth on the way up. Both sides share the same scale for every row, and the amount is written at the end of each bar: comparison is done by eye, exact reading by the figure. A logarithmic scale is offered: it measures lengths in orders of magnitude and makes the venues after the first one legible, without changing the written amounts. The pill spells out the venue type: centralised order book, on-chain pool, or type not declared by the source. Four capsules summarise the snapshot: total depth, number of venues, the share held by centralised books and the share of the top venue. A venue run by an issuer, bearing the name of the house whose tokens carry at least 90% of its depth, is shown separately above the ranking: it enters neither the sums, the shares nor the ranking. Below the ranking come depth by issuer, the deepest assets with a link to their page, then the series of total depth. On an asset page, each row is an instrument quoted on a venue, with the house that issues it.
Key zones
The share of the top venue, computed among open venues, is the most telling zone. Above half, this market's liquidity depends on a single place, and an interruption there would remove most of the execution capacity. A venue where almost all depth sits on a single issuer's tokens is flagged as such, with that issuer's share: its depth mostly describes what that house is willing to absorb, rather than a book of independent participants. When it also bears that house's name, it is the issuer's own platform. It is then shown separately and left out of the sums: depth of that nature does not compare with an open venue's, and would make every other venue look tiny. An open venue merely dominated by one house stays ranked. A bid to ask gap of a few hundredths of a per cent describes a tight book. A gap around one per cent means that buying then immediately selling costs, by itself, that percentage.
What to observe
Watch the asymmetry between the two sides. A venue far deeper on the way up than on the way down absorbs purchases better than sales: a hurried seller moves its price more than a buyer of the same size. Watch the share held by centralised books against on-chain pools. The former often concentrate most of the depth, the latter make it verifiable by anyone: they do not answer to the same access constraints. Watch finally the count of excluded pairs. A large share of stale or anomalous pairs says that part of the quotes on display no longer answers any recent order.
Historical context
Depth has always been the liquidity measure of order-driven markets: market makers were judged on their ability to hold a price against size, long before electronic books. On-chain liquidity pools added a second form, where depth no longer depends on resting orders but on deposited reserves. On tokenized assets, the question is more recent: their trading venues are young, and their depth has formed venue by venue. The series of total depth builds one snapshot per day; it only appears from eight snapshots, because two or three points would suggest a trend that does not exist.
Expert notes
The snapshot runs once a day, during the US session, and covers the most traded tokenized assets at that moment. Its time and scope are written at the top of the panel: depth read at a venue's close does not compare with depth read mid-session. Pairs the source flags as anomalous or stale are excluded from every sum, and their number is stated below the ranking. They stay in the database: the reading filters, collection does not. On a single venue, several pools may quote the same pair at different fee levels; an asset page adds them up and says how many. The depths of several venues do not add up for a single order: an order executes on one venue, or splits between them at an extra cost. The sum describes the market's capacity, not that of an order.
Common mistakes to avoid
Confusing depth with volume is the most frequent mistake: high volume can happen between a few participants without ever touching the book, and a very deep venue can trade little. Adding up every venue's depth into the size of a possible order is another: each venue has its own access, fees and rules, and an order does not cross them all at once. Finally, taking the depth of a venue that lives on a single issuer's tokens for that of a market of independent participants overstates real liquidity: it says what that house is willing to absorb, on its own terms.
Programmatic access
MCP server
{
"tool": "get_chart_value",
"metric_id": "rwa-venue-depth",
"timeframe": "1y"
}Required tier: free. See the pricing grid for the tier list and the MCP documentation for multi-client configuration.
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Institutional disclaimer
Trinity Insights is an educational and analytical tool. The metric above does not constitute investment advice. Trinity Insights is not a Crypto-Asset Service Provider (CASP) registered under MiCA Regulation (EU) 2023/1114. See the full disclaimer.