Piercing the Veil of TVL: DeFi Reappraised (2404.11745v4)
Abstract: Total value locked (TVL) is widely used to measure the size and popularity of decentralized finance (DeFi). However, TVL can be easily manipulated and inflated through "double counting" activities such as wrapping and leveraging. As existing methodologies addressing double counting are inconsistent and flawed, we propose a new framework, termed "total value redeemable (TVR)", to assess the true underlying value of DeFi. Our formal analysis reveals how DeFi's complex network spreads financial contagion via derivative tokens, increasing TVL's sensitivity to external shocks. To quantify double counting, we construct the DeFi multiplier, which mirrors the money multiplier in traditional finance (TradFi). This measurement reveals substantial double counting in DeFi, finding that the gap between TVL and TVR reached \$139.87 billion during the peak of DeFi activity on December 2, 2021, with a TVL-to-TVR ratio of approximately 2. We conduct sensitivity tests to evaluate the stability of TVL compared to TVR, demonstrating the former's significantly higher level of instability than the latter, especially during market downturns: A 25% decline in the price of Ether (ETH) leads to a \$1 billion greater non-linear decrease in TVL compared to TVR via the liquidations triggered by derivative tokens. We also document that the DeFi money multiplier is positively correlated with crypto market indicators and negatively correlated with macroeconomic indicators. Overall, our findings suggest that TVR is more reliable and stable than TVL.
- Aave. 2022. Liquidations - Aave V2. https://docs.aave.com/developers/v/2.0/guides/liquidations#calculating-profitability-vs-gas-cost
- Aave. 2023. Liquidations - Aave V3. https://docs.aave.com/developers/guides/liquidations
- Viral V. Acharya and Lasse Heje Pedersen. 2005. Asset pricing with liquidity risk. Journal of Financial Economics 77, 2 (8 2005), 375–410. https://doi.org/10.1016/J.JFINECO.2004.06.007
- Franklin Allen and Douglas Gale. 2000. Financial Contagion. https://doi.org/10.1086/262109 108, 1 (2000), 1–33. https://doi.org/10.1086/262109
- Rehypothecation and liquidity. European Economic Review 100 (11 2017), 488–505. https://doi.org/10.1016/J.EUROECOREV.2017.09.010
- Hedera: A Public Hashgraph Network & Governing Council. (2018).
- Barry D. Bavister and Jayne M. Squirrell. 2000. Contagion: Understanding How It Spreads. The World Bank Research Observer 15, 2 (8 2000), 177–197. https://doi.org/10.1093/WBRO/15.2.177
- Felix Bekemeier. 2021. Deceptive Assurance? A onceptual View on Systemic Risk in Decentralized Finance (DeFi). ACM International Conference Proceeding Series (12 2021), 76–87. https://doi.org/10.1145/3510487.3510499
- Binance Academy. 2023. Total Value Locked (TVL). https://academy.binance.com/en/glossary/total-value-locked-tvl
- Guillermo A. Calvo. 2004. Contagion in Emerging Markets: When Wall Street is a Carrier. Latin American Economic Crises (2004), 81–91. https://doi.org/10.1057/9781403943859{_}5
- Simon Chandler. 2020. DeFi’s ‘Total Value Locked In’ Metric Is A Crooked Mirror. https://cryptonews.com/exclusives/defi-s-total-value-locked-in-metric-is-a-crooked-mirror-7694.htm
- On the Inherent Fragility of DeFi Lending. (2022). https://g20.org/wp-content/uploads/2022/02/FSB-Report-on-Assessment-of-Risks-to-Financial-
- Understanding Defi Through the Lens of a Production-Network Model. SSRN Electronic Journal (6 2023). https://doi.org/10.2139/SSRN.4487615
- CoinMarketCap. 2023a. Top Governance Tokens by Market Capitalization. https://coinmarketcap.com/view/governance/
- CoinMarketCap. 2023b. Top Layer 1 Tokens by Market Capitalization. https://coinmarketcap.com/view/layer-1/
- CoinMarketCap. 2023c. Top Layer 2 Tokens by Market Capitalization. https://coinmarketcap.com/view/layer-2/
- CoinMarketCap. 2024. Collateralized Debt Position (CDP) Definition. https://coinmarketcap.com/academy/glossary/collateralized-debt-position-cdp
- DappRadar. 2022. DeFi Rankings. https://docs.dappradar.com/rankings/defi-rankings
- Debt-Financed Collateral and Stability Risks in the DeFi Ecosystem. 2022 4th Conference on Blockchain Research and Applications for Innovative Networks and Services, BRAINS 2022 (2022), 5–12. https://doi.org/10.1109/BRAINS55737.2022.9909090
- DeFi Pulse. 2022. Total Value Locked (TVL). https://docs.defipulse.com/methodology/tvl
- DefiLlama. 2023. DeFi Dashboard. https://defillama.com/
- DeFiLlama. 2023. DefiLlama and our methodology. https://docs.llama.fi/list-your-project/readme
- Deloitte. 2023a. IAS 1 — Presentation of Financial Statements. https://www.iasplus.com/en/standards/ias/ias1
- Deloitte. 2023b. IFRS 10 — Consolidated Financial Statements. https://www.iasplus.com/en/standards/ifrs/ifrs10
- ethereum.org. 2024. Proof-of-stake (PoS). https://ethereum.org/developers/docs/consensus-mechanisms/pos
- FRED. 2023. The monetary multiplier and bank reserves. https://fredblog.stlouisfed.org/2023/07/the-monetary-multiplier-and-bank-reserves/
- SoK: Decentralized Finance (DeFi)-Fundamentals, Taxonomy and Risks. Authorea Preprints (6 2023). https://doi.org/10.22541/AU.168568220.09436681/V1
- Fisher Irving. 1912. Elementary Principles of Economics. 69 pages.
- Graciela L. Kaminsky and Carmen M. Reinhart. 2000. On crises, contagion, and confusion. Journal of International Economics 51, 1 (6 2000), 145–168. https://doi.org/10.1016/S0022-1996(99)00040-9
- The Unholy Trinity of Financial Contagion. Journal of Economic Perspectives 17, 4 (9 2003), 51–74. https://doi.org/10.1257/089533003772034899
- Mervyn A. King and Sushil Wadhwani. 1990. Transmission of Volatility between Stock Markets. The Review of Financial Studies 3, 1 (1 1990), 5–33. https://doi.org/10.1093/RFS/3.1.5
- Nobuhiro Kiyotaki and John Moore. 2002. Evil Is the Root of All Money. American Economic Review 92, 2 (5 2002), 62–66. https://doi.org/10.1257/000282802320189014
- Ariah Klages-Mundt and Andreea Minca. 2022. While stability lasts: A stochastic model of noncustodial stablecoins. Mathematical Finance 32, 4 (10 2022), 943–981. https://doi.org/10.1111/MAFI.12357
- CGE experiments based on the GTAP database and two TiVA-based databases. https://ageconsearch.umn.edu/record/332369
- How Much of Chinese Exports is Really Made In China? Assessing Domestic Value-Added When Processing Trade is Pervasive. (6 2008). https://doi.org/10.3386/W14109
- Tracing Value-Added and Double Counting in Gross Exports. American Economic Review 104, 2 (2 2014), 459–94. https://doi.org/10.1257/AER.104.2.459
- Decentralized Finance (DeFi) Projects: A Study of Key Performance Indicators in Terms of DeFi Protocols’ Valuations. International Journal of Financial Studies 2022, Vol. 10, Page 108 10, 4 (11 2022), 108. https://doi.org/10.3390/IJFS10040108
- L2BEAT. 2023. Frequently Asked Questions. https://l2beat.com/faq
- Roger Lagunoff and Stacey L. Schreft. 2001. A Model of Financial Fragility. Journal of Economic Theory 99, 1-2 (7 2001), 220–264. https://doi.org/10.1006/JETH.2000.2733
- Francis A. Longstaff. 2010. The subprime credit crisis and contagion in financial markets. Journal of Financial Economics 97, 3 (9 2010), 436–450. https://doi.org/10.1016/J.JFINECO.2010.01.002
- MakerDAO. 2022a. Liquidation 2.0 Module. https://docs.makerdao.com/smart-contract-modules/dog-and-clipper-detailed-documentation
- MakerDAO. 2022b. Peg Stability. https://manual.makerdao.com/module-index/module-psm
- Understanding digital bubbles amidst the COVID-19 pandemic: Evidence from DeFi and NFTs. Finance Research Letters 47 (6 2022), 102584. https://doi.org/10.1016/J.FRL.2021.102584
- Medium. 2022. stETH Depegging: What are the Consequences? https://medium.com/huobi-research/steth-depegging-what-are-the-consequences-20b4b7327b0c
- SoK: A Classification Framework for Stablecoin Designs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12059 LNCS (2020), 174–197. https://doi.org/10.1007/978-3-030-51280-4{_}11/FIGURES/7
- DeFi Risk Transfer: Towards A Fully Decentralized Insurance Protocol. 2023 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023 (2023). https://doi.org/10.1109/ICBC56567.2023.10174937
- Jack Purdy. 2020. How to interpret Total Value Locked (TVL) in DeFi. https://messari.io/report/how-to-interpret-total-value-locked-tvl-in-defi
- An empirical study of DeFi liquidations: Incentives, risks, and instabilities. Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC (11 2021), 336–350. https://doi.org/10.1145/3487552.3487811
- Kanis Saengchote. 2021. Where do DeFi Stablecoins Go? A Closer Look at What DeFi Composability Really Means. SSRN Electronic Journal (7 2021). https://doi.org/10.2139/SSRN.3893487
- Double counting and the Paris Agreement rulebook. Science 366, 6462 (10 2019), 180–183. https://doi.org/10.1126/SCIENCE.AAY8750
- What drives DeFi market returns? Journal of International Financial Markets, Institutions and Money 85 (6 2023), 101786. https://doi.org/10.1016/J.INTFIN.2023.101786
- C. Spearman. 1904. The Proof and Measurement of Association between Two Things. The American Journal of Psychology 15, 1 (1 1904), 72. https://doi.org/10.2307/1412159
- Stelareum. 2023. Total Value Locked (TVL) in DeFi protocols. https://www.stelareum.io/en/defi-tvl.html
- Viktorija Stepanova and Ingars Eriņš. 2021. Review of Decentralized Finance Applications and Their Total Value Locked. TEM Journal 10, 1 (2021), 327–333.
- Token Terminal. 2023. GMV data. https://tokenterminal.com/docs/our-metrics/gmv-data#total-value-locked-tvl
- Apostolos Tzinas and Dionysis Zindros. 2023. The Principal–Agent Problem in Liquid Staking. Cryptology ePrint Archive (2023).
- Ultron. 2023. Ultron Whitepaper. (2023).
- Dimitri Vayanos. 2004. Flight to Quality, Flight to Liquidity, and the Pricing of Risk. (2 2004). https://doi.org/10.3386/W10327
- Speculative Multipliers on DeFi: Quantifying On-Chain Leverage Risks. In Financial Cryptography and Data Security. Vol. 13411 LNCS. Springer Science and Business Media Deutschland GmbH, 38–56. https://doi.org/10.1007/978-3-031-18283-9{_}3
- SoK: Decentralized Finance (DeFi). Proceedings of the 4th ACM Conference on Advances in Financial Technologies (9 2022), 30–46. https://doi.org/10.1145/3558535.3559780
- SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols. Comput. Surveys 55, 11 (2 2023). https://doi.org/10.1145/3570639