Identify the instrument, venue or aggregation scope, side and observation time before comparing levels. The same numerical price on different venues is not automatically the same queue. Quantities also need a unit: shares, contracts and base-currency units are not interchangeable.
Two orders can occupy one level
| Ask rank in this snapshot | Price, USD per share | Displayed quantity, shares | Individual-order information |
|---|---|---|---|
| First | 101 | 50 | Two known orders: 30 and 20 |
| Second | 102 | 100 | Breakdown unspecified |
At 101, the aggregation is simply
Ask ranks run from the lowest displayed sell price upward; bid ranks run from the highest displayed buy price downward. Thus “first level” means best displayed price on the specified side, whereas “price 101” identifies a particular price. If order A disappears, 20 shares remain at 101 and it remains the first ask. If both known orders disappear while the rest of this snapshot stays unchanged, 102 becomes the first ask with 100 shares. A rank can change without the surviving price changing.
What the feed preserves
Market-by-price data report aggregated price-level information. Market-by-order data provide individual displayed-order records, which can be grouped into levels. Exact fields and coverage depend on the feed.
A depth limit is a separate restriction. If a feed supplies only a specified number of levels per side, prices beyond that window are unobserved; their absence from the message is not evidence of zero liquidity. A snapshot also does not reveal the sequence of additions, cancellations and executions that produced it. Reconstructing history requires the relevant messages and correct feed processing. Displayed size can change before an arriving order trades, and hidden quantity is outside this displayed-level total.
Sources
- CME Group — Market by Order (MBO), especially “Background” and “MBP versus MBO”: individual-order granularity, order identifiers and priority information.
- CME Group — MDP 3.0: Market by Price — Multiple Depth Book: aggregate quantities and counts, bid/ask ordering, depth limits and book updates.
- Narang, R. K. (2013). Inside the Black Box: A Simple Guide to Quantitative and High-Frequency Trading, 2nd ed., Wiley, Chapter 7, “Aggressive versus Passive,” pp. 120–122: resting orders, price priority and allocation within a price.