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Concentrated Liquidity in Automated Market Makers

Published: 15 November 2021 Publication History

Abstract

We examine how the introduction of concentrated liquidity has changed the liquidity provision market in automated market makers such as Uniswap. To this end, we compare average liquidity provider returns from trading fees before and after its introduction. Furthermore, we quantify the performance of a number of fundamental concentrated liquidity strategies using historical trade data. We estimate their possible returns and evaluate which perform best for certain trading pairs and market conditions.

References

[1]
Hayden Adams, Noah Zinsmeister, Moody Saleh, River Keefer, and Dan Robinson. 2021. Uniswap v3 whitepaper. https://uniswap.org/whitepaper-v3.pdf
[2]
Guillermo Angeris and Tarun Chitra. 2020. Improved Price Oracles: Constant Function Market Makers. In Proceedings of the 2nd ACM Conference on Advances in Financial Technologies (New York, NY, USA) (AFT '20). Association for Computing Machinery, New York, NY, USA, 80--91. https://doi.org/10.1145/3419614.3423251
[3]
Guillermo Angeris, Alex Evans, and Tarun Chitra. 2020. When does the tail wag the dog? Curvature and market making. arxiv: 2012.08040 [q-fin.TR]
[4]
Guillermo Angeris, Hsien-Tang Kao, Rei Chiang, Charlie Noyes, and Tarun Chitra. 2019. An analysis of Uniswap markets. arxiv: 1911.03380 [q-fin.TR]
[5]
Jun Aoyagi and Yuki Ito. 2021. Liquidity Implication of Constant Product Market Makers. Available at SSRN 3808755 (2021).
[6]
The Block. [n.d.]. Decentralized Exchanges. https://www.theblockcrypto.com/data/decentralized-finance/dex-non-custodial
[7]
Joseph Clark. 2021 a. The Replicating Portfolio of a Constant Product Market. https://ssrn.com/abstract=3550601
[8]
Joseph Clark. 2021 b. The Replicating Portfolio of a Constant Product Market with Bounded Liquidity. https://ssrn.com/abstract=3898384
[9]
Robin Hanson. 2003. Combinatorial Information Market Design. Information Systems Frontiers, Vol. 5, 1 (01 1 2003), 107--119. https://doi.org/10.1023/A:1022058209073
[10]
Michael Neuder, Rithvik Rao, Daniel J. Moroz, and David C. Parkes. 2021. Strategic Liquidity Provision in Uniswap v3. arxiv: 2106.12033 [cs.CR]

Cited By

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  • (2024)Measuring Arbitrage Losses and Profitability of AMM LiquidityCompanion Proceedings of the ACM Web Conference 202410.1145/3589335.3651961(1761-1767)Online publication date: 13-May-2024
  • (2024)Centralized exchanges vs. decentralized exchanges in cryptocurrency markets: A systematic literature reviewElectronic Markets10.1007/s12525-024-00714-234:1Online publication date: 18-May-2024
  • (2023)Market Efficiency Improvements from Technical Developments of Decentralized Crypto ExchangesSSRN Electronic Journal10.2139/ssrn.4495589Online publication date: 2023
  • Show More Cited By

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    cover image ACM Conferences
    DeFi '21: Proceedings of the 2021 ACM CCS Workshop on Decentralized Finance and Security
    November 2021
    33 pages
    ISBN:9781450385404
    DOI:10.1145/3464967
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    New York, NY, United States

    Publication History

    Published: 15 November 2021

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    Author Tags

    1. automated market maker
    2. blockchain
    3. decentralized finance

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    View all
    • (2024)Measuring Arbitrage Losses and Profitability of AMM LiquidityCompanion Proceedings of the ACM Web Conference 202410.1145/3589335.3651961(1761-1767)Online publication date: 13-May-2024
    • (2024)Centralized exchanges vs. decentralized exchanges in cryptocurrency markets: A systematic literature reviewElectronic Markets10.1007/s12525-024-00714-234:1Online publication date: 18-May-2024
    • (2023)Market Efficiency Improvements from Technical Developments of Decentralized Crypto ExchangesSSRN Electronic Journal10.2139/ssrn.4495589Online publication date: 2023
    • (2023)Instant Function Calls Using Synchronized Cross-Blockchain Smart ContractsIEEE Transactions on Network and Service Management10.1109/TNSM.2023.323643720:3(2136-2150)Online publication date: 12-Jan-2023

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