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Where Does Ethereum Validators' Money Go? A Spectral Analysis

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  • Irene Aldridge

Abstract

Existing decentralization measures are almost entirely origination-side, quantifying concentration in who mines or validates blocks. We introduce a spectral methodology measuring concentration on the destination side instead: where value ultimately flows once it leaves a validator wallet. Modeling wallet-to-wallet transfers as a Markov chain, we compute near-real-time steady-state probabilities via the Perron--Frobenius theorem to identify long-run terminal recipients. Applied to 76,855 Ethereum wallets from four years of mining data, fund flows collapse to just four terminal accounts. None of these fund destination accounts are among the network's three dominant identifiable revenue-earning miners.

Suggested Citation

  • Irene Aldridge, 2026. "Where Does Ethereum Validators' Money Go? A Spectral Analysis," Papers 2608.23577, arXiv.org.
  • Handle: RePEc:arx:papers:2608.23577
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    References listed on IDEAS

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    1. Makarov, Igor & Schoar, Antoinette, 2021. "Blockchain analysis of the Bitcoin market," LSE Research Online Documents on Economics 118897, London School of Economics and Political Science, LSE Library.
    2. Igor Makarov & Antoinette Schoar, 2021. "Blockchain Analysis of the Bitcoin Market," NBER Working Papers 29396, National Bureau of Economic Research, Inc.
    3. Lars Hornuf & Theresa Kück & Armin Schwienbacher, 2022. "Initial coin offerings, information disclosure, and fraud," Small Business Economics, Springer, vol. 58(4), pages 1741-1759, April.
    4. Dan Amiram & Bjørn N. Jørgensen & Daniel Rabetti, 2022. "Coins for Bombs: The Predictive Ability of On‐Chain Transfers for Terrorist Attacks," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 60(2), pages 427-466, May.
    5. Claudio Bellei & Muhua Xu & Ross Phillips & Tom Robinson & Mark Weber & Tim Kaler & Charles E. Leiserson & Arvind & Jie Chen, 2024. "The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset," Papers 2404.19109, arXiv.org, revised Jul 2024.
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