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Quantifying Price Improvement in Order Flow Auctions

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  • Brad Bachu
  • Xin Wan
  • Ciamac C. Moallemi

Abstract

This work introduces a framework for evaluating onchain order flow auctions (OFAs), emphasizing the metric of price improvement. Utilizing a set of open-source tools, our methodology systematically attributes price improvements to specific modifiable inputs of the system such as routing efficiency, gas optimization, and priority fee settings. When applied to leading Ethereum-based trading interfaces such as 1Inch and Uniswap, the results reveal that auction-enhanced interfaces can provide statistically significant improvements in trading outcomes, averaging 4-5 basis points in our sample. We further identify the sources of such price improvements to be added liquidity for large swaps. This research lays a foundation for future innovations in blockchain based trading platforms.

Suggested Citation

  • Brad Bachu & Xin Wan & Ciamac C. Moallemi, 2024. "Quantifying Price Improvement in Order Flow Auctions," Papers 2405.00537, arXiv.org, revised May 2024.
    • Handle: RePEc:arx:papers:2405.00537
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    File URL: http://arxiv.org/pdf/2405.00537
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