Testing The Range BandsPerpetual Pivots

From CryptoVizArt, UkuriaOC, Glassnode

Executive Summary:

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Perpetual Pivots

The perpetual futures markets are the deepest and most liquid trading venue for digital assets. The trade volume is often orders of magnitude greater than spot markets, and it is a preferred instrument for executing trades, speculative positions, and arbitrage strategies.

In this section, we aim to introduce a framework which utilizes the perpetual futures market to identify market pivot points. It seeks to identify points where over-leveraged speculators are liquidated during a bull market correction.

In 2024, open interest across perpetual futures has ranged between 220k and 240k BTC. This value often decreases quickly during deleveraging events and increases during more speculative periods. More recently, open interest has risen into the 260k to 280k BTC range, indicating an elevated appetite for speculation since early June.

Live Chart

To better understand the mechanics of the perpetual markets, we have measured the share of the top three exchanges by open interest.

As shown below, Binance, Bybit and OKX comprise around 84% of the market share, and will therefore, focus on metrics related to these exchanges for our analysis.

Live Workbench

A pivot point in the perpetual market usually involves a considerable reduction in open interest, often a direct result of margin call liquidations of traders holding highly leveraged positions.

The chart below highlights periods where open Interest of the top three exchanges dropped more than 5% over a weekly period. Over the last 12 months, we have encountered ten of these perpetual futures flush-out events.

Live Workbench

To assess the size of contracts forcefully closed, we measure the total liquidation volume during these deleveraging events. The chart below shows that the overall liquidation volume (both long and short) surged above the typical bull market baseline of $200M/day. This demonstrates the role of margin call liquidations in the open interest decline noted in the chart above.

Live Workbench

Directional Bias

During market turmoil, deleveraging events can occur when the market moves in either direction. However, in this instance, we are exclusively isolating for potential pivot points during the bull market corrections and have therefore segregated the liquidations into two subsets:

During the recent sell-off to $55k, we can see an ideal long liquidation candidate pivot point was recorded. Here, over-leveraged long positions were liquidated, which led to a sharp decline in open interest across the top three perpetual futures exchanges.

Live Chart

Next, we can establish a framework to spot these pivot points using the perpetual funding rate. This approach utilizes the 7-day moving average of funding rates across the top three exchanges.

This is an extremely insightful metric which provides information on the directional bias of positions within perpetual markets. When the weekly average of the funding rate is above the neutral level (0.01% per 8 hours), it suggests there is a large demand from market takers to open a long position.

After setting the current ATH at $73k in March 2024, there has been waning demand for long positions across perpetual markets. Alongside this, the second attempt at rallying above $73k in May saw sentiment briefly switch to positive. However, the overall sentiment regime has remained neutral to negative since then.

The latest rally from the $54k region has been a great example of over-leveraged long positions being liquidated near the local lows. Funding rates residing below the 0.01% neutral level suggest that there has not been a rush for new long positions to open since the July low was established.

Live Chart

Short-Term Profitability Improves

The recent price surge has also been a welcome relief for Bitcoin Short-Term Holders (STHs), a proxy for new demand and recent buyers. This cohort saw over 90% of their supply fall into a loss in late July, putting them into a financially stressful position.

This rally has now broken back above the STH cost basis and returned 75% of their held supply to an unrealized profit. This can be seen within the STH-MVRV metric, which has now recovered above the break-even level of 1.0.

Live Chart

We can increase the granularity of this assessment by inspecting the individual age breakdowns of the Short-Term Holder MVRV metric. We can use this lens to see how profitability has changed across sub-groups of recent buyers. The ages we analyze range from very recent buyers (1-day to 1-week), right through to those on the brink of transitioning into Long-term Holder status (3 to 6-months).

At present, all constituents of the Short-Term Holder cohort have returned to positive profitability, which highlights the strength of the prevailing uptrend. This is likely to be positive for overall investor sentiment.

Live Workbench

Finally, we can evaluate the net realized profit/loss for each sub-cohort, which can be considered a measure of net capital flows. This metric also shows signs of constructive improvement, with most age constituents experiencing a positive capital flow, with the only exception being bar the 1m-3m cohort.

This 1m-3m cohort has carried the brunt of the recent range-bound and downside price action and is also one of the larger age bands in this study.

Live Workbench

Summary and Conclusions

Perpetual futures markets are the most liquid and deep instruments within the digital asset markets, making them a valuable market information source. As BTC prices traded down into the $53k region, it resulted in a meaningful deleveraging event, as many long-biased traders were liquidated near the lows.

The recovery price bounce has also been very strong, returning a majority of Short-Term Holders to an unrealized profit. This has provided much-needed financial relief and is supported by a period of net positive capital inflows over recent weeks.