Digital currency quantitative arbitrage
There are many global digital currency exchanges, and the same
currency in market is not always effective in pricing due to many factors
affecting. The same pair has spread among two or more exchanges. As long as
there is a spread, there is arbitrage. Arbitrage through spreads is basically
risk free in the digital currency market. (www.fmz.com)
Suppose the EOS/USDT
pair: the price in Huobi is 11, the price in Binance is 10, and the EOS has spread
of 1 USDT between the two exchanges. Suppose you hold 1 EOS in Huobi, following
the principle of selling high and buying low, sell 1 EOS in Huobi to get 11
USDT, spend 10 USDT to buy 1 EOS in Binance, then you net earned 1 USDT, and the
amount of EOS remains unchanged. Although there is such a spread, manual
arbitrage often has many uncertainties due to the time-consuming, poor accuracy
and price changes of manual operations. Through the quantitative model to
capture arbitrage opportunities and develop arbitrage trading strategies, and
programmatic algorithms automatically release trading orders to the exchange,
quickly and accurately capture opportunities, and efficiently earn income,
which is the charm of quantitative arbitrage.
1. Cross-market two-side hedging arbitrage
The two-side arbitrage
is also called direct arbitrage and bilateral arbitrage. It is through the
discovery that the same transaction pair (like: EOS/USDT) has a spread in two
different exchanges, and the behavior of high-selling and low-buying to take
the spread profit.
The amount of hedged profit and loss is equal, and the same base
currency is bought and sold in both markets to ensure that quote currency is
transferred.
Suppose the Huobi EOS/USDT price is 8, and the Okex EOS/USDT
price is 10. Follow the principle of buying low & selling high. Suppose
that there are 100 USDTs held in Huobi and 10 EOSs in Okex, the arbitrage
process:
1) Use 80 USDT to buy 10 EOS in Huobi, and then there are 10 EOS
and 20 USDT in Huobi account.
2) Sell 10 EOS in Okex to get 100USDT, then there are 0 EOS and 100
USDT in Okex account.
After 1 round (1, 2 can be simultaneously carried out) hedging
transactions (10 EOS for the amount of hedging), the user still has 10 EOSs,
and the number of USDT becomes 120, and the net profit is 20 USDT.
When the high-priced market holds base currency or the low-priced
market holds quote currency or fiat, it can carry out two-way cyclic hedge
arbitrage.
When there is no base currency in the high-priced market or no
quote currency in the low-priced market, arbitrage needs to put fiat in the low-price
market.
When the arbitrage gain is greater than the arbitrage cost, and it’s
stored in fiat account, you can perform cyclic arbitrage. (Moving bricks needs
to pay attention to time risk)
2. Cross-market triangle hedge arbitrage
Triangular
arbitrage, also known as indirect arbitrage or multilateral arbitrage, is to use
three or more currency exchange rate spreads for trading in three or more
trading markets at the same time. Triangular arbitrage is the arbitrage of
cross-exchange rate pricing errors. If EOS/USDT=10, EOS/ETH=0.01, ETH/USDT=500,
the fair price of ETH/USDT formed as 1000 by EOS/USDT and EOS/ETH cross-price,
and the current price of ETH/USDT is 500. There is spread for arbitrage.
If EOS/ETH=0.5, EOS/USDT=10, USDT/ETH=0.01, the fair price of
EOS/ETH formed by EOS/USDT, USDT/ETH is 400, and the current price of ETH/USDT
is 500. Poor, follow the principle of buying low & selling high, can carry
out arbitrage. as the picture shows:
Suppose you initially have 2 EOS, and you sell to get 1 ETH,
then sell 1 ETH to get 100 USDT, and then sell 100 USDTs to get 10 EOS. After
the triangle round, the number of EOS is changed from the initial 2 to 10.
3. triangle loop arbitrage in same exchange
Based on the principle of triangular arbitrage, use the spread
of three pairs on the same exchange to trade, and there is no need to remove
your currency. Calculated by 10,000 yuan, even if the arbitrage gain is only
0.1%, if one thousand times of arbitrages is executed in one day, the one-day
income will become 21,700 annualized income, and no need to remove currency in
account, never. (www.fmz.com)
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