Level 1 Quotes

The BMLL Level 1 Quotes dataset provides a tick-by-tick view of the best available prices in the market at a given time in the past. It represents the "top of the order book" and is often referred to as the Best Bid and Offer (BBO). Users gain a clear view of historical market activity at the top-of-the-order across global exchanges and asset classes.

Product Overview:

  • Top of the order book, i.e. total volume available at the best price.
  • Available tick-by-tick.
  • Bid and ask prices, sizes and number of orders at the best price.
  • BMLL Market State provides a normalised representation (of which there are 14 distinct values) of the trading phase the market is in, on a per-listing basis. Alongside this we present the exchange description to ensure maximum fidelity.
  • Timestamps at or exceeding venue matching engine precision (nanosecond or microsecond).

Example Use Cases:

  • Research
  • Backtesting low/medium frequency trading strategies, execution algorithms and smart order routing rules
  • Transaction cost analysis (TCA)
  • Best execution reporting
  • Contextualise the trading venue landscape by using a Level 1 feed

Product Description:

  • Asset classes: Equities and ETFs
  • Coverage: EMEA, Americas and APAC
  • Data available from: 2013
  • Delivery mechanism: Azure Storage/ S3 / SFTP / Snowflake
  • Available via: BMLL Data Feed and BMLL Data Lab