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trading Archives - Coinscious

Coinscious on Nasdaq NYC

Coinscious on the NASDAQ Big Screen in Times Square

By | Events | No Comments

On August 9, Coinscious appeared on the NASDAQ big screen in New York City’s Times Square. Given our summer tour that has spanned from Canada to US to Europe and all over Asia, it seems appropriate that our logo would make its appearance at the landmark known as the “crossroads of the world.” At Coinscious, we want our brand to represent our extensive work in artificial intelligence, big data, and blockchain as the building blocks for our Coinscious Collective™ platform. These technologies drive cryptocurrency markets and represent a another kind of global crossroad—a level and open playing field rich with opportunity. Our passion for these fields are why we’ve spent time going from country to country this summer, connecting with thought leaders and spreading our message.

Our core team at Coinscious, headquartered in Canada, is composed of experts in blockchain, AI, and big data. Our Coinscious Collective™ platform uses AI to build statistical models. It also uses machine learning to take advantage of financial engineering, quantitative trading, and risk management techniques. In this way, the platform provides investors with a smart, efficient, secure platform for digital asset management and AI-powered investing.

Coinscious has created products and services to help investors find useful and timely market information, manage their assets and investment plans, forecast prices and create quantitative strategies. We created this platform to meet the needs of everyday investors and professional institutions who need to make the most of their time and resources. It’s our hope that, in the future, Coinscious will also aid in the compliance, rapid development, and progress of the digital asset investment market. But for now, we’re really just enjoying seeing our logo light up Times Square.

Coinscious Labs Arbitrage

Coinscious Lab: Arbitrage

By | Coinscious Lab | No Comments

The Challenge of Arbitrage in Crypto Markets

People get excited when they hear about arbitrage opportunities in the crypto market. That excitement is driven by frequently seeing big price differences between exchanges. If you have coding skills, you might think taking advantage of those price differences using arbitrage will be a piece of cake.

The real challenges come as you write, test, and run your code against exchange accounts. Here are just a few of the challenges that come from trying to execute an arbitrage strategy in the crypto market.

Simulation Accuracy

Most developers use simulations to verify their ideas and coding. However, depending on how you execute your simulation, your simulation results might be quite different from your real-world  results. For example, if your simulation is based on the order book (open buy and sell orders), your simulation result might be totally misleading.

Placing Orders

When you see price differences between exchanges, do you check price differences in the order book as well? Do you know if your orders will actually be fulfilled or the timing of those orders?

Capturing Future Opportunities

After you make some arbitrage transactions, you might find one exchange price is always higher than another. Opportunities to take advantage of arbitrage may decrease. How will you continue to profit with limited funds and fewer opportunities?

Technical Challenges

The crypto exchange is not like the stock exchange. Most crypto exchange APIs are not designed for high-frequency trading. Some APIs are poorly designed and unstable. The exchange may go down. The API server could stop responding. Perhaps internal logic or a limit is changed on the exchange side. There are many scenarios where API calls fail. It might be harder than you think to execute a robust arbitrage program without human interaction.

Weighing the Risks

Transaction fees are not cheap in crypto exchanges. If you have transaction success in one exchange, but failed transactions in another, you could lose money very quickly.

Profit Expectations

Of course, everyone would like to know if profit expectations through arbitrage are real and reliable. Many variables come into play when answering this question.

Choosing an Arbitrage Coding Strategy

In addition to two-point arbitrage, you also might hear about triangle or multiple-point arbitrage. Do you understand which strategy is best for you? Does fund size affect your arbitrage strategy? What is the proper fund size you should try? Answering these questions might be harder than you thought.

Bot Parameters

The parameters used by trading bots are also important. There is no “one size fits all” bot that can simply run for you all day every day. Bot parameters have to be set, tested, optimized, and then put into practice in the real world.

Experiment Goal

In this lab experiment, we conducted an arbitrage experiment to determine how to overcome the challenges mentioned above. This lab experiment will also verify what kind of data support is needed to maximize profit and minimize risk.

Profit Snapshots 

Coinscious Labs Arbitrage

This image shows the total amount of transactions completed per day.

 

Coinscious Labs Arbitrage

This image shows a breakdown of all 36 transactions from January 14. The highlighted price in the top right of the image shows that we bought 13.46 LSK at a price of 0.00194800 BTC, on Binance. Correspondingly, this transaction is shown in the Binance transaction history in the snapshot below.

 

Our results in the Binance transaction history

 

Experiment Results

We ended the month with a profit of +0.81616874 BTC (+55.34%), and +80.02477571 LSK (+8.07%).

We see our transactions in the real world, fully automated, with a dynamic configuration of different variables and parameters.

This lab experiment was conducted on several combinations of currencies (such as: BTC/LSK, BTC/USD, BTC/IOTA, BTC/ETH) and on different exchanges.

All experiments were successful. In this Coinscious Lab experiment, we looked at the results of our BTC/LSK arbitrage. For data and information on other experiments, please contact us.

Coinscious Labs Arbitrage Results

Here we see the accumulative results of arbitrage for each day during the month of January.

 

Future Development

Based on different experiments completed by Coinscious Lab, the Coinscious product team will create new product designs that cover the various needs in crypto arbitrage. These designs will not only help traders capture more opportunities, but also will optimize the process through simulation, AI optimization, profit estimation, and so on.

 

Cryptocurrency Arbitrage

What is Arbitrage?

By | Cryptocurrency | No Comments

What Is Arbitrage and How Is It Used in the Coin Market?

The Merriam-Webster dictionary defines arbitrage this way:

The near simultaneous purchase and sale of securities or foreign exchange in different markets in order to profit from price discrepancies.

Let’s break that down further and also understand how arbitrage strategies are used in the cryptocurrency market.

A Simplified Explanation of Arbitrage

Arbitrage is considered a no-risk profit strategy when executed against traditional financial instruments. Why? Because you are buying an asset and selling it simultaneously for a higher price at a profit. It’s considered no risk because there is no hold time or delay between the transactions and the profit is guaranteed.

This type of transaction can be completed with any asset type, but typically the assets are bonds, stocks, currency or other financial instruments.

Here’s a simplified example. A stock is trading for $10 in the New York Stock Exchange (NYSE), but is trading on the Tokyo Stock Exchange (TYO) for $11. You would buy the NYSE stock at the lower price and simultaneously sell the stock in the TYO, making a $1 profit per share.

Because of automated trading systems and high-frequency trades it’s rare for this sort of price discrepancy to occur, making it rare for arbitrage trades like this to happen. Today, when these discrepancies are noticed, they usually only last for a short window of time, measured in seconds or even microseconds. High interest in the “cheap” stock raises its price and subsequently drives down the price of the “expensive” stock. Even before automated trades, arbitrage was viewed as a mechanism for maintaining equilibrium across markets.

What Does Arbitrage Have to Do with Cryptocurrency?

Unlike the stock market, the coin market is ripe for arbitrage. Cryptocurrency don’t support high-frequency trading, which means there are fewer automated trading robots controlling or responding to price fluctuation. There are fewer pressures or controls to ensure pricing equilibrium across exchanges. Also, when new exchanges open, they offer an opportunity to buy in a more established exchange to sell at a profit in the new exchange.

If you plan to pursue arbitrage as a trading strategy, there are three things you must consider:

  • Fees. This can include trading fees, withdrawal or deposit fees, and blockchain fees. You have to calculate if the fees you incur will eat the profit that you anticipate making.
  • Time. Rarely do trades happen simultaneously in the coin market as they can in the automated stock exchanges. You have to weigh the risk that you’ll miss the pricing window if a trade is slowed down for some reason.
  • Risk. Arbitrage in the stock market is considered no risk. Because of the time and fee considerations mentioned above, arbitrage in the coin market is hardly a no-risk venture.

What Do You Need to Profit from Coin Arbitrage?

Reliable information about cryptocurrency is one of the most valuable assets you can possess. In this relatively new market, it’s also one of the hardest assets to find.

If you plan to use arbitrage in the coin market, what information and tools should you look for?

  • Rates: To benefit from arbitrage, you’ll need to know current rates of exchange. Seek out information sites that provide up-to-date coin prices.
  • Opportunities: Try to access a service that can send alerts about potential opportunities. Alerts can help you act on opportunities before other traders do.
  • Simulations: Success in the coin market relies on creating and executing smart trade strategies. Simulation tools can help you validate and improve your trade strategies.
  • Bots: Automation helps traders stay on top of market changes. You can use bots set up to take specific actions based on limits that you set.

You may need nerves of steel to execute coin arbitrage, but having reliable, credible information should remove at least some of the guesswork.