Dexosphere Research Report

Uniswap Liquidity Flows in the August 2024 Drawdown

August 8th, 2024

What happens to DEX liquidity during periods of rapid price movement? We use our Uniswap V3 dataset to examine the characteristics of protocol-wide, pool-level, and account-level liquidity flows on Ethereum Mainnet during one such period in early August 2024. Despite approximately $3B of liquidity moving in the protocol during this period, there were net outflows from the protocol of only $133M. Drilling down to the individual pool level, we observed the most significant inflows to pools aimed at accumulating Bitcoin, and the most significant outflows from pools with lower fees. We conclude that well over 90% of the liquidity movement was adjustment of the price ranges of concentrated liquidity within the same accounts and pools where liquidity was already being provided at the beginning of the period.

From mid-July through early August 2024, major cryptocurrencies experienced 25-40% drawdowns. The majority of this price movement occurred during extremely rapidly in a 24 hour period ending August 5th, 2024 14:00 UTC. During this critical 24 hour period, a total of over $6B worth of liquidity was added and removed from pools in the protocol in response to these price changes.

Protocol Flows

24 hours starting UTC 14:00 August 4th, 2024

Total Protocol Inflows
$2.99B
Total Protocol Outflows
-$3.123B
Net Liquidity Change
-$133M

However, perhaps somewhat surprisingly, only about $133M of that liquidity (or around 4.26% of the total liquidity removed) was removed from the protocol completely during this time period.

Pool Flows

24 hours starting UTC 14:00 August 4th, 2024

Total Pool Inflows
$42MM
Total Pool Outflows
-$175M
Cross Pool Flows
84M

After backing out the $133M leaving the protocol, around $42M (around 2.69% of total liquidity removed) of net liquidity moved from one pool to another. This leaves $2.95B (around 98.3% of of total liquidity removed from pools) that was redeployed in a new price range within the same pool (albeit possibly by an account other than the one removing liquidity.)

Account Flows

24 hours starting UTC 14:00 August 4th, 2024

Total Account Inflows
$61M
Total Account Outflows
-$194M

At the individual account level, the vast majority of liquidity providers (LPs) largely kept their assets in the protocol seeking to profit from the volatility in prices. Looking at net flows on the per-account level, flows of around $194M (or 6.21% of total liquidity removed) left the protocol and $61M (1.95% of total liquidity removed) of new liquidity came in. Even if you assume all the accounts were independently controlled (which is unlikely, but we'll make the most conservative assumption for the sake of argument) well over 90% of the liquidity moving during this period was within same account and the same pool and merely an adjustment of the range of concentrated liquidity as prices moved. The stability of the liquidity in the protocol relative to the instability of the asset prices reinforces the robustness of the exchange and its LP base, even in the face of extreme volatility.

Though indvidual pools generally had modest in and out flows relative to the overall protocol liquidity, there were some noticeable patterns in the movement of this liquidity. The top three pools experiencing the highest inflows are all Bitcoin-Stable pairs, signalling that there was a significant appetite to accumulate Bitcoin as prices of that asset declined in terms of USD. The was also a clear relative shift from lower fee to higher fee pools, with the lower fee pools containing volatile assets seeing the largest outflows.

Pool Inflows

Over $1M

PoolDescriptionNet Change in Liquidity
Ethereum
0x39...66490x391e8501b626c623d39474afca6f9e46c2686649
WBTC / DAI - 0.3%$16,098,266
Ethereum
0x99...bc350x99ac8ca7087fa4a2a1fb6357269965a2014abc35
WBTC / USDC - 0.3%$12,336,384
Ethereum
0x9d...425b0x9db9e0e53058c89e5b94e29621a205198648425b
WBTC / USDT - 0.3%$4,152,107
Ethereum
0xe6...e7180xe6ff8b9a37b0fab776134636d9981aa778c4e718
WBTC / WETH - 0.01%$1,886,518
Ethereum
0x6f...ea070x6f5c74e2170cfd6f5b7829f4742dc54cec42ea07
WETH / weETH - 0.3%$1,145,081
Ethereum
0x4e...fa360x4e68ccd3e89f51c3074ca5072bbac773960dfa36
WETH / USDT - 0.3%$1,137,958

Pool Outflows

Over $1M

PoolDescriptionNet Change in Liquidity
Ethereum
0x88...56400x88e6a0c2ddd26feeb64f039a2c41296fcb3f5640
USDC / WETH - 0.05%-$63,358,882
Ethereum
0x20...9b930x202a6012894ae5c288ea824cbc8a9bfb26a49b93
WETH / weETH - 0.01%-$47,132,017
Ethereum
0xcb...62ed0xcbcdf9626bc03e24f779434178a73a0b4bad62ed
WBTC / WETH - 0.3%-$20,632,335
Ethereum
0x34...27c60x3416cf6c708da44db2624d63ea0aaef7113527c6
USDC / USDT - 0.01%-$9,510,886
Ethereum
0x45...20c00x4585fe77225b41b697c938b018e2ac67ac5a20c0
WBTC / WETH - 0.05%-$7,648,784
Ethereum
0x7a...cae30x7a415b19932c0105c82fdb6b720bb01b0cc2cae3
WETH / weETH - 0.05%-$4,150,646
Ethereum
0xc7...0e9b0xc7bbec68d12a0d1830360f8ec58fa599ba1b0e9b
WETH / USDT - 0.01%-$2,842,390
Ethereum
0x92...f58a0x92560c178ce069cc014138ed3c2f5221ba71f58a
WETH / ENS - 0.3%-$1,644,425
Ethereum
0x12...35980x127452f3f9cdc0389b0bf59ce6131aa3bd763598
WETH / SOL - 0.3%-$1,226,061
Ethereum
0x11...97f60x11b815efb8f581194ae79006d24e0d814b7697f6
WETH / USDT - 0.05%-$1,201,865
Ethereum
0x10...7daa0x109830a1aaad605bbf02a9dfa7b0b92ec2fb7daa
wstETH / WETH - 0.01%-$1,166,638
Ethereum
0x90...29b10x9073d1e814483e3c91e9b4d7b2a81c30b93229b1
WETH / NEIRO - 1%-$1,037,712
Ethereum
0xe8...e5310xe8c6c9227491c0a8156a0106a0204d881bb7e531
MKR / WETH - 0.3%-$1,035,857

Net Flows by Fee Tier

FeeNet Change in Liquidity
0.01%-$59,778,361
0.05%-$78,986,217
0.3%$8,621,756
1%-$3,004,984

Conclusion

We believe these data points are a strong demonstration of the maturity of Uniswap V3 protocol and DeFi ecosystem. Even during periods of extreme volatility, onchain investors can expect DEX liquidity to remain robust though they may potentially find relatively more liquidity in higher fee pools during these periods. Potential future directions for research in this area are to investigate these flows over longer time horizons and over a mix of market conditions, and to specifically examine the movement of concentrated liquidity in response to price movements.

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