Impermanent Loss Conditions: An Analysis of Decentralized Exchange Platforms
DOI:
https://doi.org/10.5195/ledger.2026.384Keywords:
Decentralized Finance, Decentralized Exchanges, Automated Market Makers, Platform EconomicsAbstract
Decentralized exchanges are widely-used platforms for trading cryptoassets. The most fundamental and openly-accessible type of decentralized exchange is based on automated market makers (AMMs), where traders transact against asset reserves managed by smart contracts. These assets are provided by liquidity providers in exchange for a fee. Unlike traditional markets, AMMs pool liquidity from numerous retail participants, and prices are determined by publicly-known mathematical functions. Static analysis shows that small price changes in one of the assets result in losses for passive liquidity providers due to arbitrage trading. However, most existing literature focuses on static effects and does not adequately address the dynamic impact of fees from arbitrageurs over time. Therefore, we investigate the impermanent loss problem in a dynamic setting using Monte Carlo simulations. We contribute to the literature by demonstrating that arbitrage fees may constitute the primary revenue driver for passive liquidity providers. Arbitrageurs exert opposing effects on profitability: they impose rebalancing costs but generate fee revenue. For passive liquidity providers, rebalancing costs are independent of the number of arbitrage trades, while fees are directly proportional to trading volume. Consequently, increased arbitrage activity enhances the profitability of passive liquidity providers. Moreover, we show that this effect is amplified when trading barriers are low and arbitrage competition is intense. As a result, in the absence of barriers,
arbitrageurs emerge as the disproportionately predominant source of fee revenue.
References
Aigner, A., Dhaliwal, G. “UNISWAP: Impermanent Loss and Risk Profile of a Liquidity Provider.” arXiv (2021) (accessed 12 June 2026) https://arxiv.org/abs/2106.14404.
Angeris, G., Chitra, T., Evans, A. “When Does The Tail Wag The Dog? Curvature and Market Making.” Cryptoeconomic Systems 2.1 (2022) https://doi.org/10.21428/58320208.e9e6b7ce.
Angeris, G., Kao, H.-T., Chiang, R., Noyes, C., Chitra, T. “An Analysis of Uniswap Markets.” Cryptoeconomic Systems 1.1 (2021) https://doi.org/10.21428/58320208.c9738e64.
Capponi, A., Jia, R., Yu, S. “Price Discovery on Decentralized Exchanges.” The Review of Financial Studies (2026) https://doi.org/10.1093/rfs/hhag002.
Chang, S. S., Wang, F. A. “Adverse Selection and the Presence of Informed Trading.” Journal of Empirical Finance 33 19–33 (2015) https://doi.org/10.1016/j.jempfin.2015.05.005.
Clark, J. “The Replicating Portfolio of a Constant Product Market with Bounded Liquidity.” SSRN preprint https://dx.doi.org/10.2139/ssrn.3898384.
Davison, M. Quantitative Finance. Boca Raton, FL: CRC Press (2014).
Deng, J., Zong, H., Wang, Y. “Static Replication of Impermanent Loss for Concentrated Liquidity Provision in Decentralised Markets.” Operations Research Letters 51.3 206–211 (2023) https://doi.org/10.1016/j.orl.2023.03.002.
Dixit, A. K., Pindyck, R. S. Investment Under Uncertainty. Princeton, NJ: Princeton University Press (1994).
Dune Ethereum address labels (accessed 5 June 2022) https://github.com/duneanalytics/spellbook/blob/main/models/labels/addresses/infrastructure/persona/mev/labels_mev_ethereum.sql.
Dune on-chain data (accessed 5 June 2022) https://dune.com/queries/2448496?time+length_n26d66=12.
Egorov, M. “StableSwap — Efficient Mechanism for Stablecoin Liquidity.” (2019) (accessed 17 November 2021) https://classic.curve.fi/files/stableswap-paper.pdf.
Etherscan Ethereum address labels (accessed 5 June 2022) https://etherscan.io/accounts/label/mev-bot.
Evans, A. “Liquidity Provider Returns in Geometric Mean Markets.” Cryptoeconomic Systems 1.2 (2021) https://doi.org/10.21428/58320208.56ddae1b.
Fudenberg, D., Tirole, J. “Preemption and Rent Equalization in the Adoption of New Technology.” The Review of Economic Studies 52.3 383–401 (1985) https://doi.org/10.2307/2297660.
Fukasawa, M., Maire, B., Wunsch, M. “Model-Free Hedging of Impermanent Loss in Geometric Mean Market Makers with Proportional Transaction Fees.” Applied Mathematical Finance 31 108–129 (2024) https://doi.org/10.1080/1350486X.2024.2404058.
Fukasawa, M., Maire, B., Wunsch, M. “Weighted Variance Swaps Hedge against Impermanent Loss.” SSRN (2022) (accessed 12 July 2026) https://dx.doi.org/10.2139/ssrn.4095029.
Glosten, L. R., Milgrom, P. R. “Bid, Ask and Transaction Prices in a Specialist Market with Heterogeneously Informed Traders.” Journal of Financial Economics 14.1 71–100 (1985) https://doi.org/10.1016/0304-405X(85)90044-3.
Gromb, D., Vayanos, D. “Limits of Arbitrage.” Annual Review of Financial Economics 2 251–275 (2010) https://doi.org/10.1146/annurev-financial-073009-104107.
Krishnamachari, B., Feng, Q., Grippo, E. “Dynamic Curves for Decentralized Autonomous Cryptocurrency Exchanges.” In V. Gramoli, M. Saodghi (Eds.), 4th International Symposium on Foundations and Applications of Blockchain 2021 (FAB 2021) 5:1–5:14 (2021) https://doi.org/10.4230/OASIcs.FAB.2021.5.
Labadie, M. “Impermanent Loss and Slippage in Automated Market Makers (AMMs) with Constant-Product Formula.” (2022) (accessed 12 July 2026) https://dx.doi.org/10.2139/ssrn.4053924.
Lehar, A., Parlour, C. A. “Decentralized Exchange: The Uniswap Automated Market Maker.” The Journal of Finance 80.1 (2025) https://doi.org/10.1111/jofi.13405.
Milionis, J., Moallemi, C. C., Roughgarden, T. “Automated Market Making and Arbitrage Profits in the Presence of Fees.” arXiv (2023) (accessed 12 July 2026) https://doi.org/10.48550/arXiv.2305.14604.
Milionis, J., Moallemi, C. C., Roughgarden, T., Zhang, A. L. “Automated Market Making and Loss-Versus-Rebalancing.” arXiv (2023) (accessed 12 July 2026) https://doi.org/10.48550/arXiv.2208.06046.
No Author. “Bancor V3 Documentation.” Bancor (accessed 10 October 2022) https://docs.bancor.network/about-bancor-network/bancor-v3.
No Author. “DEFI Exchange.” The Block (accessed 6 October 2022) https://www.theblockcrypto.com/data/decentralized-finance/dex-non-custodial.
Oehmke, M. “Gradual Arbitrage.” SSRN (2009) (accessed 12 July 2026) http://dx.doi.org/10.2139/ssrn.1364126.
Shen, T. “DEX Volume Hits All-Time High in October as Traders Reposition Funds.” https://www.theblock.co/post/377197/dex-volume-all-time-high-october.
Takayama, S. “Price Manipulation, Dynamic Informed Trading, and the Uniqueness of Equilibrium in Sequential Trading.” Journal of Economic Dynamics and Control 125 104086 (2021) https://doi.org/10.1016/j.jedc.2021.104086.
VanticaTrading. “DeFi Impermanent Loss: The Industry’s Silent Killer.” Vantica Trading https://www.vanticatrading.com/post/defi-impermanent-loss-the-industry-s-silent-killer.
Xu, J., Paruch, K., Cousaert, S., Feng, Y. “SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols.” ACM Computing Surveys 55.11 1–50 (2022) https://doi.org/10.1145/3570639.
Zhang, Y., Chen, X., Park, D. “Formal Specification of Constant Product (x × y = k) Market Maker Model and Implementation.” (2018) (accessed 15 Novemeber 2023) https://github.com/runtimeverification/verified-smart-contracts/blob/uniswap/uniswap/x-y-k.pdf.
Zigrand, J.-P. “Endogenous Market Integration, Manipulation and Limits to Arbitrage.” Journal of Mathematical Economics 42.3 301–314 (2006) https://doi.org/10.1016/j.jmateco.2004.12.010.
Additional Files
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Matthias Hafner, Helmut Dietl

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- The Author retains copyright in the Work, where the term “Work” shall include all digital objects that may result in subsequent electronic publication or distribution.
- Upon acceptance of the Work, the author shall grant to the Publisher the right of first publication of the Work.
- The Author shall grant to the Publisher and its agents the nonexclusive perpetual right and license to publish, archive, and make accessible the Work in whole or in part in all forms of media now or hereafter known under a Creative Commons Attribution 4.0 International License or its equivalent, which, for the avoidance of doubt, allows others to copy, distribute, and transmit the Work under the following conditions:
- Attribution—other users must attribute the Work in the manner specified by the author as indicated on the journal Web site;
- The Author is able to enter into separate, additional contractual arrangements for the nonexclusive distribution of the journal's published version of the Work (e.g., post it to an institutional repository or publish it in a book), as long as there is provided in the document an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post online a prepublication manuscript (but not the Publisher’s final formatted PDF version of the Work) in institutional repositories or on their Websites prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work. Any such posting made before acceptance and publication of the Work shall be updated upon publication to include a reference to the Publisher-assigned DOI (Digital Object Identifier) and a link to the online abstract for the final published Work in the Journal.
- Upon Publisher’s request, the Author agrees to furnish promptly to Publisher, at the Author’s own expense, written evidence of the permissions, licenses, and consents for use of third-party material included within the Work, except as determined by Publisher to be covered by the principles of Fair Use.
- The Author represents and warrants that:
- the Work is the Author’s original work;
- the Author has not transferred, and will not transfer, exclusive rights in the Work to any third party;
- the Work is not pending review or under consideration by another publisher;
- the Work has not previously been published;
- the Work contains no misrepresentation or infringement of the Work or property of other authors or third parties; and
- the Work contains no libel, invasion of privacy, or other unlawful matter.
- The Author agrees to indemnify and hold Publisher harmless from Author’s breach of the representations and warranties contained in Paragraph 6 above, as well as any claim or proceeding relating to Publisher’s use and publication of any content contained in the Work, including third-party content.
- The Author agrees to digitally sign the Publisher’s final formatted PDF version of the Work.
Revised 7/16/2018. Revision Description: Removed outdated link.
