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Concept

From a systems architecture perspective, Payment for Order Flow (PFOF) represents a fundamental modification to the traditional routing protocol of retail equity and options orders. Instead of a direct transmission path from a retail broker to a public exchange for execution, PFOF interposes a new node in the network ▴ a wholesale market maker. This intermediary pays the retail broker for the right to receive and execute this order flow. The core of the regulatory view stems from analyzing the systemic consequences of this rerouting.

Regulators are tasked with ensuring market integrity, fairness, and, most critically, the fulfillment of a broker’s fiduciary duty of “best execution.” The introduction of a direct payment from the execution venue back to the broker creates an inherent conflict of interest, a design flaw in the system that immediately attracts regulatory scrutiny. The central question for agencies like the Securities and Exchange Commission (SEC) and the Financial Industry Regulatory Authority (FINRA) is whether this conflict compromises the broker’s primary obligation to its client in favor of its own revenue generation.

The regulatory apparatus views this practice through a prism of disclosure, execution quality analysis, and the potential for market distortion. The foundational principle is that the existence of PFOF is not a per se violation of market rules. It is a permissible practice, provided that the conflict of interest it creates is managed and disclosed, and, most importantly, does not lead to outcomes that harm the retail investor. This perspective acknowledges the argument from PFOF proponents that the practice subsidizes the zero-commission trading models that have democratized market access for millions of investors.

Regulators must weigh this tangible benefit against the less visible, yet potentially more corrosive, costs that might be embedded in the execution price. The broker’s obligation is to secure a price for the customer that is “as favorable as possible under prevailing market conditions.” The regulatory challenge is to quantify and verify that this standard is met on every transaction, even when the broker is financially incentivized to route orders to a specific counterparty.

The core regulatory tension is balancing the visible benefit of zero-commission trading against the less-visible risks of conflicts of interest and suboptimal execution quality.
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The Architecture of Conflict

Regulators deconstruct the PFOF arrangement into its constituent parts to assess the points of friction. The primary conflict arises because the broker’s financial incentive might not align with the client’s best interest. A wholesaler may offer a higher PFOF payment to a broker but provide a slightly worse execution price (less “price improvement” over the National Best Bid and Offer, or NBBO) than a competing wholesaler. The broker’s optimization problem then becomes a choice between maximizing its PFOF revenue and securing the absolute best execution price for its client.

FINRA and the SEC operate on the premise that the client’s interest must be paramount. Therefore, their oversight mechanisms are designed to audit this choice. They require brokers to conduct “regular and rigorous” reviews of the execution quality they receive from their chosen market makers, comparing it to the quality available from other venues.

A secondary conflict, which has drawn increasing regulatory attention, is the incentive structure it creates for the brokers themselves. By transforming trading volume into a direct revenue stream, PFOF may encourage brokers to use “gamification” techniques or other behavioral prompts to induce more frequent trading from their clients. This is a systemic concern because it can shift the broker’s business model from one of facilitating prudent investment to one that profits from high-frequency, speculative trading activity, which may be detrimental to the long-term financial health of retail investors. Regulators are therefore examining the design of trading applications and the marketing messages that encourage this behavior, viewing it as a potential byproduct of the PFOF architecture.

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Disclosure as a Regulatory Tool

The primary regulatory response to PFOF has been a framework of mandatory disclosure. The logic is that transparency can mitigate the risks associated with the conflict of interest. SEC Rules 606 and 607 of Regulation NMS form the backbone of this approach.

  • Rule 607 requires brokers to provide new customers with written notification about their PFOF practices and to furnish details upon request. This is a foundational disclosure intended to make the client aware of the potential conflict from the outset of the relationship.
  • Rule 606 is more granular, requiring brokers to publish quarterly public reports detailing their order routing practices. These reports must specify the percentage of orders routed to different venues, the specific market makers used, and, crucially, the net aggregate amount of PFOF received, both in total dollars and on a per-share basis. The 2020 amendments to Rule 606 enhanced these requirements, demanding more detailed breakdowns by order type (market, limit, etc.) to provide a clearer picture of the economic incentives at play.

Regulators view these disclosures as a critical, albeit imperfect, tool. They provide a dataset that allows regulators, academics, and the public to analyze routing decisions and their correlation with PFOF payments. However, the complexity of these reports often makes them opaque to the average retail investor, limiting their effectiveness as a direct-to-consumer check on broker behavior. The primary audience for these disclosures is often the regulators themselves and sophisticated market analysts who can use the data to identify patterns of potential misconduct or poor execution quality.


Strategy

The regulatory strategy for overseeing Payment for Order Flow is built upon a dual-pillar framework ▴ enforcing the duty of best execution and mandating granular transparency. This approach seeks to permit the market structure innovation that PFOF represents while building guardrails to contain the systemic risks it introduces. The strategy is not one of outright prohibition, but of managed acceptance, where the onus is placed squarely on the broker-dealer to prove that its receipt of PFOF does not compromise its fundamental duties to its clients. This strategy is executed through a combination of established rules, interpretive guidance, and a clear threat of enforcement action for failures in compliance.

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The Central Pillar Best Execution

The cornerstone of the regulatory strategy is the enforcement of FINRA Rule 5310, which codifies the duty of best execution. This rule requires firms to use “reasonable diligence” to ascertain the best market for a security and execute an order so that the resulting price is as favorable as possible for the customer. The regulatory strategy involves interpreting what “reasonable diligence” means in the context of PFOF.

Regulators have made it clear that “best execution” is a multi-faceted concept. It includes more than just the execution price. The following factors are part of the holistic review a broker must conduct:

  • Price Improvement ▴ The opportunity for an order to be executed at a price better than the prevailing National Best Bid and Offer (NBBO). Regulators scrutinize whether the price improvement offered by a PFOF-paying wholesaler is genuinely competitive.
  • Speed of Execution ▴ The velocity at which an order is filled after being routed.
  • Likelihood of Execution ▴ The probability that the order will be filled, which is particularly relevant for limit orders.
  • Size of Execution ▴ The ability of the venue to fill the entire order without significant market impact.

The strategic challenge for regulators is that PFOF directly impacts only one party in the transaction ▴ the broker ▴ while the quality of execution impacts the other ▴ the client. Therefore, the strategy is to force the broker to document its decision-making process. Firms are required to conduct “regular and rigorous” reviews of the execution quality they receive.

This means a broker cannot simply “set and forget” its order routing logic. It must continuously gather data, compare the performance of its chosen market makers against alternatives, and be prepared to justify why its routing decisions are in its clients’ best interests, independent of the PFOF payments received.

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What Are the Strategic Regulatory Alternatives?

Faced with the inherent conflict of PFOF, regulators, led by the SEC, have strategically floated more radical market structure reforms. These proposals aim to address the PFOF issue at its source by redesigning how retail orders are priced and executed. The most prominent of these is the concept of order-by-order auctions.

In December 2022, the SEC proposed Rule 615, which would create a system of “qualified auctions” for certain retail orders. The mechanics of this proposed system are as follows:

  1. A retail broker would be required to route an eligible order to an auction mechanism instead of directly to a pre-selected wholesaler.
  2. In this auction, a variety of market participants (wholesalers, exchanges, institutional firms) could compete to fill the order in real-time.
  3. The order would be awarded to the bidder offering the best price.

This strategy represents a fundamental shift. It seeks to replace the bilateral, opaque arrangements of PFOF with a competitive, transparent pricing mechanism. The strategic goal is to force execution venues to compete on the basis of price improvement for every single order, thereby maximizing value for the retail investor and neutralizing the conflict of interest from PFOF. Proponents argue this would lead to better prices for investors, while critics, including some large brokers and wholesalers, contend it could add unnecessary complexity, potentially harming the very zero-commission models it seeks to reform.

Regulatory strategy hinges on forcing brokers to prove that their revenue-generating routing decisions align with their clients’ best execution interests.
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Comparative Analysis of Regulatory Frameworks

The U.S. regulatory strategy of “managed acceptance” through disclosure and best execution enforcement is not the only possible approach. Examining the strategies of other major regulatory regimes provides a useful comparison.

Regulatory Approaches to Payment for Order Flow
Jurisdiction Regulatory Stance Primary Mechanism Stated Rationale
United States Permitted with Conditions Disclosure (Rule 606/607) & Best Execution Enforcement (FINRA 5310) Balance market access (zero commissions) with investor protection. Manage conflicts of interest through transparency.
United Kingdom Banned FCA Rules The conflict of interest is considered unmanageable and inherently detrimental to the duty to act in the client’s best interest.
European Union Largely Banned (MiFID II) Inducements Rules PFOF is seen as an “inducement” that impairs a firm’s ability to act in the client’s best interest and creates information asymmetry.
Canada Banned UMIR (Universal Market Integrity Rules) Prohibits payments that could influence where a broker sends an order, viewing the conflict as a direct threat to market integrity.

This comparative view highlights the unique path chosen by U.S. regulators. While other major Western markets have concluded that the PFOF conflict is intractable and requires an outright ban, the U.S. has pursued a strategy that relies on robust oversight and transparency to police the conflict. This strategic choice reflects a different philosophical balancing of priorities, placing significant weight on the role of PFOF in enabling the current zero-commission retail trading ecosystem. The SEC’s proposal for order-by-order auctions can be seen as a potential move toward a middle ground, a system that retains some features of the current market while introducing a level of direct competition closer to the principles underlying the European and Canadian bans.


Execution

The execution of regulatory oversight for Payment for Order Flow translates strategic principles into concrete, operational protocols for broker-dealers. Compliance is not a matter of abstract adherence but a series of demonstrable, data-driven, and auditable actions. Regulators like the SEC and FINRA execute their mandate through a cycle of rule-making, examination, and enforcement. For a broker-dealer, this means architecting an internal compliance system that can withstand intense regulatory scrutiny and prove, with quantitative evidence, that its PFOF arrangements do not degrade its duty of best execution.

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The Operational Playbook for Compliance

A broker-dealer’s execution of its regulatory duties regarding PFOF is centered on the “regular and rigorous” review process mandated by FINRA. This is not a passive exercise. It is an active, ongoing analysis that must be documented and operationalized. A compliant firm’s playbook would include the following steps:

  1. Establish a Best Execution Committee ▴ Form a dedicated internal body, typically comprising compliance, trading, and legal personnel, responsible for overseeing order routing decisions and execution quality. This committee should meet at least quarterly to review performance.
  2. Define Quantitative Metrics ▴ The committee must define the specific, quantifiable metrics it will use to assess execution quality. These must include, at a minimum:
    • Effective Spread over Quoted Spread ▴ A measure of price improvement.
    • Execution Speed ▴ Measured in milliseconds from routing to execution.
    • Fill Rates ▴ The percentage of orders, particularly limit orders, that are successfully executed.
    • Price Disimprovement ▴ The frequency and magnitude of executions at prices worse than the NBBO.
  3. Acquire Comparative Data ▴ The firm must obtain execution quality data from its current wholesalers and from alternative execution venues. This may involve purchasing data from third-party analytics providers who can offer a non-conflicted, market-wide perspective.
  4. Conduct and Document Quarterly Reviews ▴ The Best Execution Committee must conduct a formal review each quarter, comparing the metrics of its chosen routing partners against the available alternatives. The results of this review, including all supporting data and the committee’s deliberations, must be meticulously documented.
  5. Justify Routing Decisions ▴ The documented output must explicitly justify why the firm’s routing logic is in the best interest of its clients. If a routing partner that pays PFOF is chosen over one that offers marginally better execution statistics, the firm must provide a compelling, evidence-based rationale for this choice. For instance, the firm might argue that superior execution speed or fill rates on certain order types outweigh a small difference in price improvement.
  6. Generate Rule 606 Reports ▴ The firm’s systems must be configured to accurately capture and report the data required by SEC Rule 606. This is a technical, data-intensive process that requires robust internal accounting and reporting infrastructure.
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Quantitative Modeling and Data Analysis

A regulatory examination will inevitably focus on the quantitative analysis a firm uses to support its best execution claims. A core component of this is the analysis of price improvement. The table below provides a simplified model of the type of data a Best Execution Committee would review to compare two hypothetical wholesalers.

Hypothetical Quarterly Execution Quality Review (Market Orders in XYZ Stock)
Metric Wholesaler A (PFOF ▴ $0.0015/share) Wholesaler B (PFOF ▴ $0.0010/share) Exchange C (No PFOF)
Avg. Price Improvement per Share $0.0025 $0.0028 $0.0015
Avg. Execution Speed (ms) 150 ms 250 ms 350 ms
% of Shares with Zero Improvement 5% 3% 15%
% of Shares with Price Disimprovement 0.1% 0.05% 0.2%
Net Price Benefit to Client (per share) $0.0025 $0.0028 $0.0015

In this scenario, a regulator would pose a direct question ▴ “Why did you route orders to Wholesaler A, which provides a lower net price benefit to the client ($0.0025 vs. $0.0028) but pays you a higher PFOF rebate?” The firm’s survival of this audit depends on its ability to provide a data-backed answer. A valid response might be that Wholesaler A’s significantly faster execution speed (150ms vs.

250ms) is critical for a specific trading strategy the firm’s clients employ, and that this speed advantage justifies the $0.0003 per share difference in price improvement. Without such a specific, documented, and plausible justification, the firm would face regulatory action for failing its best execution duty.

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How Do Regulators Enforce These Rules?

Enforcement is the final step in the execution of regulatory strategy. It occurs when examinations reveal deficiencies in a firm’s compliance architecture. The process typically follows a clear path:

  1. Examination and Deficiency Letter ▴ FINRA or the SEC conducts a routine or targeted examination of a firm’s practices. If they find weaknesses in the best execution review process or discrepancies in Rule 606 reporting, they will issue a deficiency letter outlining the findings.
  2. Investigation ▴ If the deficiencies are severe or suggest intentional misconduct (e.g. routing to an inferior venue solely to maximize PFOF), a formal investigation is launched. This involves subpoenas for records, testimony from employees (known as On-The-Record interviews or OTRs), and deep analysis of trading data.
  3. Enforcement Action ▴ Based on the investigation, the regulator may bring an enforcement action. This can result in a range of penalties, including:
    • Fines ▴ Monetary penalties against the firm and potentially individuals. Robinhood’s $65 million settlement with the SEC is a prominent example of this.
    • Censure ▴ A formal reprimand that becomes part of the firm’s public disciplinary record.
    • Disgorgement ▴ Forcing the firm to return improperly obtained PFOF payments.
    • Suspension or Bar ▴ Prohibiting individuals or the entire firm from operating in the securities industry.

The execution of these enforcement actions serves a dual purpose. It penalizes the specific firm for its misconduct and serves as a powerful signal to the entire industry about the regulators’ priorities and their interpretation of the rules. Each major enforcement action effectively recalibrates the compliance expectations for all broker-dealers who engage in PFOF.

The execution of regulatory oversight transforms abstract rules into a series of concrete, data-driven, and auditable actions that firms must perform to justify their PFOF arrangements.

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References

  • U.S. Securities and Exchange Commission. (2022, December 14). SEC Proposes Rules to Increase Competition and Transparency in the National Market System. SEC.gov.
  • Financial Industry Regulatory Authority. (2015). Regulatory Notice 15-46 ▴ Guidance on Best Execution Obligations in Equity, Options, and Fixed Income Markets. FINRA.org.
  • O’Hara, M. & Saar, G. (2012). The new market for liquidity ▴ The rise of high-frequency trading. Journal of Financial Markets, 15(4), 345-373.
  • Angel, J. J. & Harris, L. (2021). Payment for Order Flow and the Retail Execution Business. Georgetown McDonough School of Business Research Paper.
  • Battalio, R. Corwin, S. & Jennings, R. (2016). Can brokers have it all? On the relation between make-take fees and limit order execution quality. The Journal of Finance, 71(5), 2193-2238.
  • U.S. Securities and Exchange Commission. (2020). Final Rule ▴ Disclosure of Order Handling Information. Release No. 34-84528; File No. S7-14-16.
  • Angel, J. J. (2021). GameStopped ▴ How the Reddit Rebellion Revealed the Systemic Risk in the U.S. Equity Market Structure. SSRN Electronic Journal.
  • CFA Institute. (2022). Payment for Order Flow ▴ The Good, the Bad, and the Ugly.
  • Tudor, A. (2021). The Economics of Payment for Order Flow. Working Paper.
  • UK Financial Conduct Authority. (2017). Inducements rules under MiFID II.
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Reflection

The intricate regulatory framework surrounding Payment for Order Flow compels a deeper introspection into the architecture of one’s own operational and strategic systems. The debate is a reflection of a larger, more fundamental question about market design ▴ What is the optimal system for translating retail intent into executed trades in a way that is fair, transparent, and efficient? Viewing the regulatory lens not as a set of constraints but as a series of system design principles allows for a more profound analysis.

Does your firm’s operational architecture prioritize transparency by default? Is your data analysis capability robust enough to not only satisfy a regulator’s audit but to provide your own firm with a decisive, quantitative edge in selecting execution partners?

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Is Your Compliance Architecture a Fortress or a Facade?

The regulatory scrutiny applied to PFOF serves as a stress test for a firm’s entire compliance infrastructure. A system built merely to check the boxes of Rule 606 reporting is a fragile facade. A robust system, a compliance fortress, integrates the principles of best execution into the very logic of its order routing technology.

It continuously ingests market-wide data, runs its own independent analysis, and creates an unassailable, evidence-based justification for every routing decision. The knowledge gained from understanding the regulatory view should prompt an internal audit ▴ Does our current system provide this level of analytical firepower, or does it operate on assumptions that could crumble under the weight of a formal inquiry?

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Beyond PFOF the Larger System of Intelligence

Ultimately, the PFOF discussion is a single module within a much larger operating system of market intelligence. The ability to navigate this specific regulatory challenge is indicative of a firm’s broader capacity to understand and master complex market structures. The principles of quantitative analysis, conflict management, and strategic justification are universal.

Applying the same “regular and rigorous” review process to other areas ▴ from liquidity sourcing strategies to risk management protocols ▴ is what separates a market participant from a market master. The regulatory view on PFOF provides a detailed schematic for one part of the machine, but the ultimate potential lies in applying that same level of systemic understanding to the entire operational framework, transforming regulatory compliance from a defensive necessity into a source of strategic advantage.

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Glossary

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Payment for Order Flow

Meaning ▴ Payment for Order Flow (PFOF) is a controversial practice wherein a brokerage firm receives compensation from a market maker for directing client trade orders to that specific market maker for execution.
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Wholesale Market Maker

Meaning ▴ A Wholesale Market Maker is an entity that consistently quotes bid and ask prices for a range of financial instruments to other institutional participants, thereby providing liquidity to the market.
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Financial Industry Regulatory Authority

Meaning ▴ The Financial Industry Regulatory Authority (FINRA) is a self-regulatory organization (SRO) in the United States charged with overseeing brokerage firms and their registered representatives to protect investors and maintain market integrity.
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Securities and Exchange Commission

Meaning ▴ The Securities and Exchange Commission (SEC) is the principal federal regulatory agency in the United States, established to protect investors, maintain fair, orderly, and efficient securities markets, and facilitate capital formation.
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Conflict of Interest

Meaning ▴ A Conflict of Interest in the crypto investing space arises when an individual or entity has competing professional or personal interests that could potentially bias their decisions, actions, or recommendations concerning crypto assets.
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Execution Quality

Meaning ▴ Execution quality, within the framework of crypto investing and institutional options trading, refers to the overall effectiveness and favorability of how a trade order is filled.
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Execution Price

Meaning ▴ Execution Price refers to the definitive price at which a trade, whether involving a spot cryptocurrency or a derivative contract, is actually completed and settled on a trading venue.
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Price Improvement

Meaning ▴ Price Improvement, within the context of institutional crypto trading and Request for Quote (RFQ) systems, refers to the execution of an order at a price more favorable than the prevailing National Best Bid and Offer (NBBO) or the initially quoted price.
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Best Execution

Meaning ▴ Best Execution, in the context of cryptocurrency trading, signifies the obligation for a trading firm or platform to take all reasonable steps to obtain the most favorable terms for its clients' orders, considering a holistic range of factors beyond merely the quoted price.
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Regulation Nms

Meaning ▴ Regulation NMS (National Market System) is a comprehensive set of rules established by the U.
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Order Routing

Meaning ▴ Order Routing is the critical process by which a trading order is intelligently directed to a specific execution venue, such as a cryptocurrency exchange, a dark pool, or an over-the-counter (OTC) desk, for optimal fulfillment.
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Rule 606

Meaning ▴ Rule 606, in its original context within traditional U.
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Routing Decisions

ML improves execution routing by using reinforcement learning to dynamically adapt to market data and optimize decisions over time.
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Regulatory Strategy

Meaning ▴ Regulatory strategy in the crypto sector refers to an organization's planned, systematic approach to navigate, ensure compliance with, and actively influence the evolving legal and regulatory landscape governing digital assets.
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Order Flow

Meaning ▴ Order Flow represents the aggregate stream of buy and sell orders entering a financial market, providing a real-time indication of the supply and demand dynamics for a particular asset, including cryptocurrencies and their derivatives.
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Finra Rule 5310

Meaning ▴ FINRA Rule 5310, titled "Best Execution and Interpositioning," is a foundational regulatory principle in traditional financial markets, stipulating that broker-dealers must use reasonable diligence to ascertain the best market for a security and buy or sell in that market so that the resultant price to the customer is as favorable as possible under prevailing market conditions.
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Regulatory Oversight

Meaning ▴ Regulatory Oversight in the crypto sphere refers to the systematic monitoring, supervision, and enforcement of rules, laws, and guidelines by governmental authorities or designated self-regulatory bodies to ensure market integrity, investor protection, financial stability, and to combat illicit activities within the digital asset ecosystem.
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Best Execution Committee

Meaning ▴ A Best Execution Committee, within the institutional crypto trading landscape, is a governance body tasked with overseeing and ensuring that client orders are executed on terms most favorable to the client, considering a holistic range of factors beyond just price, such as speed, likelihood of execution and settlement, order size, and the nature of the order.
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Sec Rule 606

Meaning ▴ SEC Rule 606, as promulgated by the U.