Topics related to crypto exchanges, their quality and liquidity as well as software development related to crypto institutional space

Wash trading crypto – definition, detection methods and the impact on crypto markets

The impact of wash trading on the market is significant. Wash traders use algorithms to simultaneously buy and sell the same asset to create artificial trading volume. This, in turn, can lead to artificial price changes, which do not reflect the actual supply and demand dynamics. Learn more about this kind of market manipulation and detection methods.

Listing on PancakeSwap – how to set up a pool and add liquidity

A comprehensive tutorial on how to prepare for and conduct a token listing on PancakeSwap. We will cover what you need to know to set up the pool and how to obtain information about liquidity depth, starting token price, and other important details.

Empirica at International DeFi Day 2023

The world of decentralized finance (DeFi) is evolving at an astonishing pace, and our company is at the forefront of this revolution. On the occasion of International DeFi Day 2023, Empirica’s co-founder Piotr Stawinski delivered an enlightening presentation titled “Building Token Liquidity on Decentralized Exchanges”.

Listing on the Uniswap Exchange – what should you know

A comprehensive tutorial on how to prepare for and conduct a token listing on Uniswap. We will cover what you need to know, what criteria you should consider when selecting a crypto exchange, and how to obtain information about liquidity depth, starting token price, and other pertinent details.

Uniswap Market Maker

Uniswap is a decentralized exchange protocol built on the Ethereum blockchain that enables peer-to-peer cryptocurrency exchange without the need for intermediaries or a centralized order book. Uniswap uses an automated market-making mechanism where liquidity providers pool their funds to create a market to trade and earn fees based on transactions in the pool.

Liquidity Mining – How Does It Work?

Independent initiatives that analyze crypto exchanges liquidity and quality

Volume is flawed metric of crypto exchanges liquidity. Because of wash trading practices of many crypto exchanges as well as token issuers, using trading volume as a basis of comparison is misleading. Many exchanges have problems attracting professional market makers and are trying to make shortcuts on the way to attract retail investors. Moreover attracting professional investors requires investments in crypto exchanges system development with stable and performant APIs so they could connect their algorithmic trading systems.]

There are more and more independent initiatives that are taking a closer look at what constitutes a high quality crypto exchange. Three major ones are Blockchain Transparency Institute, CryptoCompare Benchmark and Cointelligence Report. I also take a quick look at the Bitwise report for SEC from March 2019.

 

 

Blockchain Transparency Institute

BTI concentrates on analyzing crypto exchanges data feeds to spot wash trading mechanisms and provide the real volume metric which is cleaned out of suspicious activities.

BTI identified 17 of the CoinMarketCap Top 25 crypto exchanges to be over 99% wash traded. This one number alone shows the magnitude of the problem, as well as how volume is a false measure.

According to BTI Report crypto exchanges which are faking their volumes use a variety of different tactics to try and swindle investors. These tactics include buying twitter followers and likes, filling up fake order books, mirror wash trading the largest exchanges with real volume, and trying to disguise their wash trading using various bot settings to not affect price. On many of these exchanges trading high volumes closing the spread would make the volume plummet as the trading bots had no room to wash trade with themselves. Welcome to the wild wild west of no regulation and surveillance.

BTI finds that “all crypto exchanges combined are currently reporting around $50 Billion in daily volume on CMC. After removing all the wash traded volume via our algorithms the accurate number is around $4-5 Billion. About 88-92% of daily trading volume is fabricated depending on the day. Bitcoin’s daily trading volume is about 92% fabricated, which is in line with the space as a whole when comparing our findings to top data sites reporting wash traded volumes.” 

And further “On our list of the top 40 largest exchanges with actual volume, Bitcoin’s volume is about 65% fabricated. Almost all of this fabricated volume comes from OKEx, Bibox, HitBTC, and Huobi. Of the top 25 tokens by market cap, Tron and Ethereum Classic are the highest wash traded tokens on our list at 85% fake volume each and coming in at #24 and #25 of the most wash traded tokens.”

Top 10 cryptocurrency exchanges according to real (not wash traded) volume by BTI

  1. Binance 
  2. Kucoin
  3. Liquid
  4. Huobi
  5. Coinbase
  6. OKEx
  7. Bitfinex
  8. Upbit
  9. Kraken
  10. Bitstamp

CryptoCompare

CryptoCompare’s Exchange Ranking methodology utilises a combination of 34 qualitative and quantitative metrics to assign a grade to over 100 active crypto exchanges. Metrics were categorised into several buckets ensuring that no one metric overly influences the overall exchange ranking. Each crypto exchange grade is derived from a broad due diligence check using qualitative data, followed by a market quality analysis that uses a combination of order book and transactional data.

Due diligence check comprises of 6 main categories that attempt to qualitatively rate each exchange on the basis of:

  • Geography
  • Legal and regulatory metrics
  • Calibre of investment
  • Team and company quality
  • Quality of data provision
  • Trade surveillance

Although at Empirica we believe in numbers, I like the qualitative approach, as it’s also possible to prove a correlation of metric like number of employees and business size of the exchange, therefore proving this way it’s quality. 

Another important factor is Market Quality. Crypto compare measures the market quality of each exchange using a combination of 5 metrics (derived from trade and order book data) that aim to measure the:

  • Cost to trade, 
  • Liquidity, 
  • Market stability, 
  • Behaviour towards sentiment
  • “Natural” trading behaviour

Exchanges were rated based on a combination of 9 of the most liquid BTC and ETH markets.

It’s worth taking a closer look how CryptoCompare report approaches Spread and Liquidity metrics:

“Generally, those exchanges which offer incentives to provide liquidity through either low or negative maker fees will achieve the tightest spreads. Due to the spread being calculated using the best bid and offer, it is misleading to use it as a sole gauge of liquidity and therefore as the market cost to trade; it must be used in conjunction with a depth

measurement to find the likely transaction price for any given size of transaction.”

 

Good point. And liquidity:

“Market depth is the total volume of orders in the order book. It provides an idea of how much it is possible to trade on crypto exchange, and how much the price is likely to move if large amounts are traded. An exchange with greater average depth is likely to be more stable (i.e flash crashes are much less likely) and allows trading of greater amounts at better prices.

We consider the depth up to 1% either side of the mid price. 

Depth = E(depthUp+depthDown)/2

Where depthUp is the total volume that would be required to move the price by 1% upwards from the mid price, and

depthDown is the total volume that would be required to move the price by 1% downwards from the mid price.”

 

Top 10 crypto exchanges according CryptoCompare quality benchmark:

  1. Coinbase 
  2. Poloniex 
  3. Bitstamp 
  4. bitFlyer 
  5. Liquid
  6.  itBit 
  7. Kraken 
  8. Binance 
  9. Gemini 
  10. Bithumb 

 

Cointelligence Rating System

Cointelligence is the most qualitative rating of crypto exchanges from the above. The methodology of the team was to manaully open accounts on all analyzed crypto exchanges and check from the user perspective the core aspects of beeing an exchange customer. The aspects cover:

Usability – covers KYC process, the quality of exchange website, extent of features and how easy it is to get a human answer from support staff. 

Performance – functionalities and historical robustness of exchange matching engine, fees height, trading instruments like futures contracts and margin trading.

Team – analysis of the available information about management team behind the crypto exchange, especially business and technical experience of C-level staff, including person responsible for exchange’s security

Risk – information on past hacks, insurance status, account security layers but also regulatory status of cryptocurrency exchange. Based on the geographical location of the exchange headquarters and registration any potential run-ins with the local law or any sign of authorities involvement.

 

This way Contelligence analyzed 85 crypto exchanges, but only 15 is rated with good quality mark, lead by Liquid and Gemini. 

Top 10 cryptocurrency exchanges by Cointelligence by qualitative criteria 

  1. Liquid (Quoine)
  2. Gemini
  3. Binance
  4. Bitstamp
  5. Gibraltar Blockchain Exchange
  6. OKEx
  7. Bittrex
  8. itBit
  9. Kraken
  10. ABCC

Bitwise report for SEC

Bitwise analysis is based on detecting wash trading patterns in public marked data published by crypto exchanges. Out of 81 exchanges they have analyzed in March 2019 only 10 were identified as be free of wash trading practices. These exchanges are:

  1. Binance
  2. Bitfinex
  3. Kraken
  4. Bitstamp
  5. Coinbase
  6. bitFlyer
  7. Gemini
  8. itBit
  9. Bitrex
  10. Poloniex

Bitwise identified that only 4,5% (about $275M daily) of officially reported volume (eg by the public sources like coinmarketcap) is the actual volume. The rest is wash traded.

The Bitcoin market is more orderly and efficient than is commonly understood. The 10 exchanges trade as a uniform, highly connected market. They form a singular price. Average deviations from the aggregate price for the ten exchanges is well within the expected arbitrage band when you account for exchange-level fees (~30 basis points), volatility and hedging costs. Arbitrage is operating well. Sustained deviations (defined as deviations >1% that last more than 100 seconds) appear as single white lines on the graph below. The graph demonstrates that the ten exchanges trade at a single unified price.

So although the message about the amount of wash traded volume is alarming, the report shows that the real crypto market is quite concentrated, ordered, efficient and well performing. The rest is just noise.

 

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A brief guide to cryptocurrency exchanges

With a rapidly growing interest among technologist as well as trader towards cryptocurrencies, we have been writing a series of posts about them. In this post we will be covering cryptocurrency exchanges and point out their characteristics, and hopefully at the end of this post you may get an idea on which crypotocurrency exchange to do your trades.

Generally there are many doubts and question marks around how reliable cryptocurrency exchanges are. There has been a lot of rumors and news also around governments getting involved and closing down cryptocurrency exchanges, we heard that in South Korea  the governments is going to raid the cryptocurrency exchanges operating in the country and shut them down. If you are curious about that story, one of the officials from the government called that an “unrealistic move”. nevertheless in recent times we have heard numerous speculations about cryptocurrency world which never came to life.

The purpose of this post is to assess the most known and used cryptocurrency exchanges. We have chosen arguably the top rated exchanges, basing on fees applied, how safe the exchange is, if liquidity in the exchange is high or not, the possible pairs and currencies to trade with  USD, Euros or crypto with crypto and so on. The list we have gathered is narrowed with qualities indicated above.

Coinbase

Coinbase is one the most known and used exchange for Cryptocurrencies with up to 10 million users. Coinbase was founded in 2012 and is California based Crypto exchange for cryptocurrencies like Bitcoin, Ethereum, Litcoin, Ripple and etc. After introducing GDAX, Coinbase also aimed more sophisticated traders with a more powerful tool. Coinbase is also available for mobile users. Fees charged are around 0.25%.

Read here more on our coinbase market making bot and coinbase trading bot.

Bitfinex

Bitfinex is a Hong Kong based cryptocurrency exchange, specialized for trading Bitcoin and Altcoins. About fees, Bitfinex does have very low fees of 0.2% and for those who instead place trades in the order book will pay only 0.1%. Bitfinex is also available for traders to trade using mobile app. Bitfinex offers a variety of order types. For automating the trades Bitfinex also has provided an API feature for third-party softwares to integrate.

Coinmama

Coinmama is a well-known, Israeli based Bitcoin exchanges which traders could purchase Bitcoin using creadit/debit cards. The fees in Coinmama are about 6%, relatively high among other exchanges. Though Coinmama does not require traders to provide or upload their know your customer (KYC) documents.

Kraken

Kraken known as one of the largest Bitcoin exchanges. Kraken’s users can trade Bitcoin using Canadian dollars, US dollars, British Pounds and Japanese yen. Kraken is in Euro volume and liquidity. Kraken was founded in 211 by Jesse Powel, Kraken is also known for low transaction fees ranging from 0% to 0.26% depending on the account tier and the type of the transaction(buy/sell).

Gemini

Gemini is a US based exchange mainly focused on Bitcoin, US dollars and Ethereum. Gemini was founded in 2015 by Winklevoss twins (same brothers who claimed Mark Zuckerberg stole the idea of Facebook from them). Gemini’s users can deposit Bitcoin, Ether and make bank and wire transfer free of charge. In regard to trading fee, Gemini set to charge 0.25% for sellers and buyers. Gemini is referred to as the safest cryptocurrency exchange out there.

More on cryptocurrency exchanges:

Exchange Estimated traffic users Fees Tokens traded
Coinbase 109M 10.1M 0.25% Bitcoin, Litecoin, Ethereum, Bitcoin Cash, Ethereum Classic
Bitterex 85M 5.6M 0.25% Bitcon, Ubiq, Litecoin, Blackcoin, Dash, Ethereum, Gambit, Gridcoin
Bitfinex 36.5M 2.9M 0.20% Bitcoin, Ethereum, Ripple, Litecoin, Bitcoin Cash, EOS, NEO, Iota, Ethereum Classic, Monero, Dash, Zcash, OmiseGO and more
Kraken 22.6M 2.9M 0 to 0.26% Bitcoin, Ethereum, Litecoin, Gnosis, EOS, Dogecoin, Tether, Melon, Zcash, Augur tokens, Iconomi, Stellar, Ethereum classic, Ripple, Monero, Dash
Okex 3.5M 350K 0.20% to 0.25% CommerceBlock, Revain, Bitcoin, Chatcoin, Gifto, Zipper, Ethereum, Zencash and more
Gdax 46M 4.5M 0.25% Bitcoin, Bitcoin Cash, Litecoin, Ethereum
CEX 10.8M 1.6m 3.9% Bitcoin, Ethereum, Bitcoin Cash, Litcoin
Gemini 3.4M 111K 0.25% Bitcoin, Ethereum
Coinmama 999K 33.4K 6% Bitcoin, Ethereum

About Empirica

We are trading software company focused on developing the potential that cryptocurrencies bring to financial markets. Empirica is offering solutions such as Algorithmic Trading System used by professional investors, tools for cryptocurrency liquidity, robo advisory software, crypto trading bots and trading software development services for companies from capital and cryptocurrency markets.