Crypto Liquidation Data Rigged By Exchanges, Researcher Finds

Vetle Lunde, a senior analyst at K33 Analysis, has issued a stark warning concerning the practices of distinguished crypto exchanges regarding the authenticity of liquidation knowledge. In a submit on X, Lunde outlines how exchanges similar to Binance, Bybit, and OKX have systematically modified their knowledge reporting processes in a method that he claims considerably distorts the true scale of market liquidations.

Why Crypto Liquidation Information Is Bogus

The core of Lunde’s argument revolves round adjustments applied by these exchanges round mid-2021. For instance, each Binance and Bybit adjusted their liquidation WebSocket API to report just one liquidation per second, ostensibly to “present a ‘honest buying and selling atmosphere’” and “optimize consumer knowledge stream,” respectively. Equally, OKX has applied a cap, limiting the reporting to 1 order per second per contract.

Lunde explains that this modification within the knowledge stream profoundly impacts the market’s transparency, resulting in a state of affairs the place liquidation knowledge, a crucial metric used to evaluate market well being and dealer conduct, is “wildly underreported.” In accordance with Lunde, this has been the case for the previous three years, which has implications not just for merchants but additionally for the broader monetary evaluation of the crypto market.

Associated Studying

Traditionally, liquidation knowledge has served as a barometer for the market’s leverage ranges and has been instrumental in understanding how merchants react to sudden worth actions and volatility. Correct liquidation knowledge helps in gauging the market’s threat urge for food and in assessing whether or not a market downturn has successfully purged extreme speculative leverage positions. With this knowledge now being underreported, Lunde means that merchants and analysts are flying blind.

Lunde speculates on the motives behind these adjustments, suggesting that they might be pushed by a need to regulate the narrative round market stability and dealer success. He factors out that in the course of the first half of 2021, high-profile liquidations have been frequent fodder for media and social media discourse, typically portray an image of excessive threat and volatility within the crypto markets. By limiting the visibility of such occasions, exchanges could be making an attempt to domesticate a extra steady and trader-friendly picture to draw and retain customers.

“I’m guessing it’s a PR alternative. In H1 2021, liquidation gore was Twitter, media, and everybody’s bread and butter. Continually figuring on the high of liquidation leaderboards will not be aligning with a technique of attracting as many as attainable to commerce as a lot quantity as attainable,” Lunde remarks.

Associated Studying

Additional complicating issues, Lunde hints on the risk that exchanges could be withholding liquidation knowledge to take care of a aggressive edge. “Some exchanges even have pursuits in funding corporations which will commerce on data that the remainder of the market doesn’t have,” the researcher speculates.

Regardless of these vital challenges in accessing dependable knowledge, Lunde discusses various strategies to estimate present liquidation volumes, similar to analyzing shifts in open curiosity or leveraging historic knowledge to extrapolate present developments. Nonetheless, he acknowledges that these strategies have their shortcomings. They typically fail to precisely replicate the adjustments in market participant conduct through the years or would possibly overemphasize uncommon market occasions that aren’t indicative of broader developments.

Concluding his submit, Lunde expresses a deep skepticism concerning the utility of the at present obtainable liquidation knowledge. He requires a return to the degrees of transparency seen up to now, although he pessimistically notes that such a change is unlikely given present developments.

“For now, liquidation knowledge is usually misguided leisure and never actionable. I’d welcome a return to previous transparency, however I suppose we’ve already crossed the Rubicon,” Lunde concludes.

At press time, BTC traded at $59,540.

Featured picture created with DALL.E, chart from TradingView.com