Researchers Name & Shame Crypto Exchanges With Artificially Inflated Volume

Share Article
In Brief
  • Up to 98% of Ethereum (ETH) trade volume on large crypto exchanges is inflated

  • Researchers at Blockchain Research Lab used wallet balances and site views to estimate true volume

  • FCoin, Huboi and OKEx appear to misrepresent volume

  • promo

    Claim a $200 reward with 3 simple steps — only on Bybit!

The Trust Project is an international consortium of news organizations building standards of transparency.

Up to 98% of Ethereum (ETH) trade volume on large crypto exchanges is artificially inflated. The results were published in a paper by Blockchain Research Lab. But which exchanges are trustworthy?



Analysis of trades turned up surprising amounts of so-called “wash trading.” Wash trading occurs when trades do not materially move the net value of an asset but do inflate its trading volume.

The paper places exchanges into three groups: ones with honest volume, ones with possibly inflated volume, and ones with clear evidence of inflated volume.



Larger trade volumes rank exchanges higher on the list for sites like CoinGecko and CoinMarketCap. The higher rank brings in more traffic. CoinMarketCap uses its own algorithm to address the validity and reliability of posted trade volumes and liquidity.

Some exchanges could have bad actors posting fake orders on their books. If these accounts are indeed owned by the exchange, they increase liquidity and depth artificially.

A Who’s Who of Who Lies

The first category researchers determined were the honest exchanges. These included Bitfinex, Bistamp, Bittrex, Kraken, and Poloniex.

The second category, the ones with inconclusive evidence, were the giants Binance and HitBC, as well as the smaller, less-established exchanges like KuCoin and YoBit.

The third category, the ones with obviously inflated trade volume, included FCoin, Huobi, and OKEx. The researches used data from the honest group to scrutinize the exchanges with fraudulent volumes.

Blockchain Research Lab relied on indicators, such as posted trade volume, balances on the exchanges, the number of wallets, and web-traffic to determine how much volume originated from wash trading. They used trade volumes for BTC, ETH, XRP, USDT, and USD to make their determinations.

The average daily volume for BTC/USD for exchanges from the first “honest” group was about $42 million. The second group accounted for a much larger $170 million, and the manipulated exchanges claimed a volume of almost $490 million.

Coinmarketcap shows different confidence in different markets | Source:

The ratio of trade volume to actual page views in the third group was 138 times that of the first. Likewise, the ratio of ETH trade volume to the balances on the exchanges was much higher in the latter two groups than the first.

Based on this data, analysts proposed a theoretical trade volume for the second two groups. This theoretical trading volume was 50% lower than the “official” trading volume claimed by the exchanges.

The researches also inferred that 96-98% of ETH trade volume on exchanges accused of falsifying results was suspect. Analysis of token balances compared to trade volume also suggested that 72-97% of the volume could have been falsified.

Another Game in Town

These analysts are not the first to reach such conclusions. In July, CoinMetrics posted its own research, rating the likely validity of official trade volumes. In this document, the firm determined only about a dozen exchanges published reliable volumes.

Last year, Forbes magazines wrote that up to 95% of Bitcoin trading was wash trading. Gavin Brown, a Senior Lecturer in Financial Economics at Manchester Metropolitan University, told Forbes:

Most exchanges are unregulated. So they are incentivized to fake trading volumes without any legal repercussions.

In addition to these metrics, stable coins make up at least $11 billion of the total crypto market. Accounts can easily rotate stablecoins back and forth to produce higher volumes. Some exchanges hold trading competitions in which users are rewarded for higher trade volumes, regardless of prices.

The same freedoms that allow crypto traders to avoid regulators also come with their own risks. The specter of fake trading volume requires users to do their due diligence.


All the information contained on our website is published in good faith and for general information purposes only. Any action the reader takes upon the information found on our website is strictly at their own risk.
Share Article

Harry Leeds is a writer, editor, and journalist who spent much time in the former USSR covering food, cryptocurrencies, and healthcare. He also translates poetry and edits the literary magazine

Follow Author

$200 reward waiting for you — Deposit, Trade, Follow and Claim today!


Limited offer! Learn to mine and trade crypto today for free