October Analyst Call: Forecasting Crypto Markets with IV

Breaking Down Bitcoin’s Rally

Bitcoin

Stablecoin

30/10/2023

Welcome to the Data Debrief!

Bitcoin is still trading at 16-month highs on the back of ETF speculation, diverging sharply from equity markets. Last week, SBF took the stand in an unusual turn of events while the FTX estate began evaluating offers to restart the exchange. In today’s Debrief, we explore:

  • The market impact of the latest rally

  • The pace of delistings on centralized exchanges

  • Curve’s stablecoin, crvUSD

  • BTC implied volatility

Trend of the Week

Breaking down bitcoin’s rally.

For the first time in six months, we’ve observed a real shift in market structure. All summer long, trade volume was low, volatility even lower and markets seemed stuck in a rut. That all changed two weeks ago with a false rumor about a bitcoin ETF.

While there is still no confirmation of a spot-based ETF, markets seem to not care, propelling bitcoin to its highest level since May 2022. This is a significant date because it is what we consider to be the official end of the last bull cycle, triggered by the collapse of Terra.

As prices soar, trade volume has followed, hitting six month highs on October 24.

It’s not just bitcoin that has benefitted, altcoins have also seen a similar surge in volume, which last week climbed past $15bn on centralized exchanges.

Yet, liquidity remains unchanged despite the increase in trading activity, suggesting the rally has not been enough to change market makers’ behavior just yet. Bitcoin market depth — which measures the quantity of bids and asks on order books within 1% of the mid price — has remained flat over the past two weeks, at around $100mn.

Derivatives markets have perhaps seen the largest impact. Funding rates for bitcoin perpetual futures markets have flipped positive across exchanges for the first time in months, suggesting a bullish bias. Open interest is also slowly rebuilding after a wave of liquidations during the initial price surge.

For the first time in months, we have also observed a consistent surge in bitcoin’s implied volatility (IV). The chart below shows the change in IV for at-the-money options at various expiries. IV for expiries in the next two weeks has grown the most, from 35% to 56% in the span of just a week. Notably, the IV gap between November expiries and December 29 expiry has collapsed from 7% to virtually 0%.

This indicates that the market is expecting near-term volatility without any significant vol-inducing catalysts in the month of December. Notably, the next deadline related to a spot BTC ETF comes in January, when the SEC is due to rule on ARK & 21Share’s application.

Finally, bitcoin’s correlation with the Nasdaq 100 index has dipped into negative territory for the first time since July. Over the past few weeks, equity markets have sold off amid ongoing turmoil in the Middle East. The strong divergence between crypto and traditional markets caps a growing trend we’ve observed since the FTX collapse.

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Data Points

Exploring the Korean crypto market.

South Korea is one of the most unique markets in crypto. Its government has been proactive – relative to countries with similarly sized economies – in regulating the industry, passing its most significant legislation in early 2020. In our latest deep dive, we explore the South Korean crypto market and the rise of Upbit, one of the largest crypto exchanges in the world for altcoin trading. Altcoins are overwhelmingly the crypto asset of choice, with XRP dominating volumes over the past few months.

View Deep Dive

Number of delisted markets hits new high.

Low volume and liquidity can pose a challenge for exchanges to maintain hundreds of active spot markets. Since the start of 2023, we have observed an increase in the number of delisted and inactive spot instruments on centralized exchanges, which recently hit all time highs above 3.5k.

The trend is not as dire as it seems, simply because from 2021 – 2022, there was a massive expansion in the number of traded instruments as exchanges raced to capitalize on the bull market. With a global drop in liquidity and prices, it’s normal to observe a corresponding drop in traded instruments.

You can check out Bloomberg’s coverage of this trend here, powered by Kaiko data.

Lost volume: the exchanges that are no more.

During a bear market, it is natural for some exchanges to go out of business or suffer a sharp drop in volume, especially in an industry with 100+ platforms. Over the past two years, we’ve seen this trend play out as volume becomes increasingly concentrated on a small number of exchanges.

Some exchanges go out with a bang, like FTX, while others disappear quietly, slowly delisting pairs until no volume is left. Binance.US is a good example of this; last spring, they were forced to halt all fiat transactions following several enforcement actions, which triggered a steady slowdown in activity.

The above chart shows trade volume for 13 exchanges that have either gone out of business or had volumes severely impacted by external events. At one point, these exchanges accounted for as much as $300bn a month. As of September, only Binance.US, Bitbank, Bittrex, and OkCoin are still processing trades, with a little over $600mn in transactions for the month.

FTX was by far the largest exchange in this group, processing more than $1 trillion in volume since the start of 2020. Today, trade volume is increasingly concentrated on a handful of exchanges. Our recent research showed that just eight exchanges account for 90% of global trade volume. More concentrated markets can benefit individual traders, offering more liquid and stable markets. However, concentration can also pose a challenge in a sector that historically lacks transparency.

crvUSD maintains peg as other stablecoins struggle.

Curve Finance’s stablecoin — crvUSD — has been a rare source of activity amidst the bear market, which hit DeFi protocols especially hard. Just a few months after release, crvUSD’s market cap breached the $100mn threshold and today stands at about $125mn, compared to the DeFi-native stablecoins LUSD at $225mn and GHO at $25mn.

Like Curve itself, crvUSD is complicated and popular with DeFi power users. Like other DeFi stablecoins, it allows users to deposit Ethereum liquid staking derivatives (LSDs) to borrow the stablecoin, though it incorporates liquidation ranges, “soft liquidations”, and allows users to leverage their collateral up to 9 times. Arbitraging and yield farming opportunities have allowed crvUSD to maintain its peg quite well since inception. Meanwhile, Liquity’s LUSD and Aave’s GHO continue to show significant peg deviations, in large part due to limited use cases and flawed mint and redemption mechanisms.

Asset Metrics:

The Ultimate Research Toolkit

Asset Metrics provides the most comprehensive liquidity data for an asset, aggregating data across all pairs and exchanges, providing a global understanding of an asset’s market structure. 

  • Trading activity: global volumes for thousands of assets

  • Liquidity: market depth from .01% to 10% aggregated across all order books

  • Addresses: distribution of an asset’s supply across a network

  • Coverage: all assets and exchanges covered by Kaiko

Data Used in this Analysis

  • Derivatives Metrics

    Market depth, funding rates and more for open derivatives contracts.

  • Asset Metrics

    Aggregated trade and order book data across all exchanges.

  • Market Depth

    Order book bids and asks for a traded instrument.

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