Institutional Trading

Best Execution Is an Obligation Nobody Can Measure Precisely

Brokers must seek the best available terms for client orders. Price is only one dimension, the others resist measurement, and the incentives do not always point the same way.

↩ Looking BackPart of the 2020 to 2026 retrospective, written in July 2026. The date below marks the 2022 events this piece revisits, not when it was published, so it draws on everything known through mid 2026.
Nathan Xiang·March 26, 2022

What the Obligation Says

Best execution requires a broker to take all sufficient steps to obtain the best possible result for a client order.

Crucially, it does not mean the best price. It means the best overall result, considering price, costs, speed, likelihood of execution and settlement, size, and any other relevant factor.

Because the factors trade off, best execution is a duty about process rather than a guarantee about outcome. That is what makes it difficult to enforce and easy to satisfy on paper.

The Trade Offs

FactorTension
PriceBetter price may mean waiting
SpeedImmediate fill may cost more
Likelihood of executionCertainty has a price
Explicit costsVenue fees vary
Market impactDominant for large orders

For a large institutional order, market impact usually dominates everything else. Executing 5 percent of a company daily volume aggressively will move the price against you far more than any venue fee difference.

For a small retail order, price and explicit cost are the relevant factors, since impact is negligible.

The same obligation therefore implies quite different behaviour depending on the order, which is why a single measurable standard does not exist.

The Conflict

The uncomfortable part is that brokers receive different economics from different venues.

Some venues pay rebates for providing liquidity and charge for taking it. Others do the reverse. Some wholesale market makers pay for retail order flow.

Where the routing decision affects broker revenue, the broker has an interest that may not align with the client. Whether payment for order flow is consistent with best execution has been argued extensively, with different jurisdictions reaching different conclusions, and some prohibiting it outright.

The defence is that the resulting execution frequently improves on the public quote and that competition among wholesalers passes value to clients. The objection is that the improvement might be larger still without the payment, which is difficult to test.

How It Is Measured

Transaction cost analysis compares achieved prices against benchmarks: the price when the order arrived, the volume weighted average price over the execution period, or the price at the decision point.

Each benchmark can be gamed. Measuring against the volume weighted average price encourages trading in line with volume regardless of whether that is optimal. Measuring against arrival price penalises orders worked patiently even when patience was correct.

The most informative benchmark is implementation shortfall, comparing the achieved result against the price when the decision was made, since it captures both explicit cost and the cost of delay. It is also the hardest to measure, because it requires knowing when the decision occurred.

What Disclosure Provides

Regulations require brokers to publish routing and execution quality statistics. The data is genuinely available and it is difficult to interpret without understanding order characteristics.

Aggregate statistics mix orders of very different types, and comparing brokers on them without adjusting for the mix produces misleading conclusions.

What a Client Should Actually Ask

How are routing decisions made and what economic interest does the firm have in each venue. What benchmark is used to assess execution and why. How are large orders handled differently from small ones. And what proportion of orders receive price improvement over the public quote.

The answers to those questions reveal more than any published statistic.

The Bottom Line

Best execution requires seeking the best overall result across factors that trade off against each other, which makes it a process obligation rather than a measurable outcome. Broker economics differ by venue, which creates a conflict that disclosure manages rather than resolves. Implementation shortfall is the most honest measure and the hardest to compute, which is roughly the pattern for the whole subject.

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