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Sandwitch Attack Data Analysis

sandwich loss data

Uniswap V2 Address Loss Summary

total Uniswap trader address count for past 7 days (20210911-20210917): 64,296 (no contract addresses)

addresses with loss in the sample pool: 16,560 (no contract addresses)

  • loss percentage: 16,560/64,296=25.76%

  • address with loss > 10 ETH for Uniswap V2 traders: 346

Loss Range Estimation

Max&Min Loss in Sample （1 eth: USD 3616.24）
# max min
usd 1305175.35 -407178.24
eth 360.94 -111.60

Loss Distribution

most of the loss is under USD 10,000（nearly 92%）

Image of loss
usd_loss %
(min, 0.0] 3.79
(0.0, 10,000.0] 87.57
(10,000.0, 50,000.0] 7.37
(50,000.0, 100,000.0] 0.83
(100,000.0, max] 0.44
eth_loss %
(-min, 0.0] 3.79
(0.0, 1.0] 76.99
(1.0, 10.0] 17.13
(10.0, 20.0] 1.33
(20.0, max] 0.76

Loss Transaction Count

Image of loss transaction
sandwich_count %
(1, 5] 51.25
(5, 10] 19.00
(10, 50] 24.54
(50, 100] 3.60
(100, max] 1.61

Sample Loss Data:

loss_address.csv




SushiSwap Address Loss Summary

total SushiSwap trader address count for past 7 days (20210911-20210917): 18,219 (no contract addresses)

addresses with loss in the sample pool: 4,673 (no contract addresses)

  • loss percentage: 4,673/18,219=25.65%

  • address with loss > 10 ETH: 155

Loss Range Estimation

Max&Min Loss in Sample （1 eth: USD 3616.24）
# max min
usd 1,305,874.05 -59,662.09
eth 361.11 -16.50

Loss Distribution

most of the loss is under USD 10,000（nearly 88.4%）

Image of loss
usd_loss %
(min, 0.0] 3.77
(0.0, 10,000.0] 84.65
(10,000.0, 50,000.0] 9.42
(50,000.0, 100,000.0] 1.24
(100,000.0, max] 0.92
eth_loss %
(-min, 0.0] 3.77
(0.0, 1.0] 72.22
(1.0, 10.0] 20.70
(10.0, 20.0] 1.97
(20.0, max] 1.35

Loss Transaction Count

Image of loss transaction
sandwich_count %
(1, 5] 48.76
(5, 10] 18.34
(10, 50] 25.66
(50, 100] 4.37
(100, max] 2.86

Sample Loss Data:

loss_address_sushiswap.csv

Back up

total trade address count :

  • uniswap v2: 2,119,846

    • uniswap v2 (address overall trade usd amount > USD 10,000): 194,407

    • uniswap v2 (address overall trade usd amount > USD 100,000): 16,058

    • uniswap v2 (address overall trade usd amount > USD 1,000,000): 535

  • sushiswap: 230,575

    • sushiswap (address overall trade usd amount > USD 100,000): 5,602