The Centralizing Effects of Private Order Flow on Proposer-Builder Separation

Tivas Gupta, Mallesh M. Pai, Max Resnick
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Abstract

The current Proposer-Builder Separation (PBS) equilibrium has several builders with different backgrounds winning blocks consistently. This paper considers how that equilibrium will shift when transactions are sold privately via order flow auctions (OFAs) rather than forwarded directly to the public mempool. We discuss a novel model that highlights the augmented value of private order flow for integrated builder searchers. We show that private order flow is complementary to top-of-block opportunities, and therefore integrated builder-searchers are more likely to participate in OFAs and outbid non integrated builders. They will then parlay access to these private transactions into an advantage in the PBS auction, winning blocks more often and extracting higher profits than non-integrated builders. To validate our main assumptions, we construct a novel dataset pairing post-merge PBS outcomes with realized 12-second volatility on a leading CEX (Binance). Our results show that integrated builder-searchers are more likely to win in the PBS auction when realized volatility is high, suggesting that indeed such builders have an advantage in extracting top-of-block opportunities. Our findings suggest that modifying PBS to disentangle the intertwined dynamics between top-of-block extraction and private order flow would pave the way for a fairer and more decentralized Ethereum.
私人订单流对投标人与施工方分离的集中效应
在当前的提议者-构建者分离(PBS)均衡中,具有不同背景的多个构建者都能持续赢得区块。本文考虑了当交易通过订单流拍卖(OFA)私下出售而不是直接转发给公共mempool时,这种均衡会发生怎样的变化。我们讨论了一个新颖的模型,该模型强调了私人订单流对综合构建者搜索者的增强价值。我们的研究表明,私人订单流是区块顶部机会的补充,因此综合建筑商搜索者更有可能参与私人订单流拍卖并出价高于非综合建筑商。然后,他们会将获得这些私人交易的机会转化为在 PBS 拍卖中的优势,比非综合建筑商更频繁地赢得区块并获得更高的利润。为了验证我们的主要假设,我们构建了一个新的数据集,将合并后的 PBS 结果与领先的 CEX(Binance)上实现的 12 秒波动率配对。我们的结果表明,当实现波动率较高时,综合构建者-搜索者更有可能在 PBS 拍卖中获胜,这表明这类构建者确实在挖掘区块顶部机会方面具有优势。我们的研究结果表明,修改 PBS 以分离区块顶部提取和私人订单流之间相互交织的动态,将为更公平、更去中心化的以太坊铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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