In Eastern Eight Time on March 30, 2026, Bitcoin is re-evaluating the potential bottom range of 46,000 to 54,000 US dollars—a key price range given by crypto analyst Willy Woo, where the on-chain "Cumulative Value Days Destroyed" (CVDD) model estimates a bottom anchor point of approximately 45,500 US dollars. Reports of continuous capital outflow since November 2025 have emerged, and prices are gradually approaching the "safe zone" indicated by on-chain models, with capital and sentiment simultaneously under pressure. At this juncture, an increasingly sharp question arises: at a moment when structural changes may occur in the macro environment, can the on-chain bottom models based on historical data still be regarded as unconditionally reliable safeguards, as they were in the past four bear markets?

The On-chain Anchor Points of 46,000 to 54,000 and Real-world Pressures

Willy Woo has sparked widespread attention this time because he does not simply throw out a "cheap range," but clearly locks Bitcoin's potential bottom between 46,000 and 54,000 US dollars, explicitly pointing out the significance of the CVDD model's current level of approximately 45,500 US dollars. CVDD attempts to measure the accumulated cost of "real value buying" by statistically evaluating the destruction value of long-held coins, and this value has often corresponded to stages of extreme fear in sentiment and quiet accumulation by long-term capital in past cycles. Now, as prices once again approach this "on-chain anchor point," it is naturally interpreted as Bitcoin nearing the historically significant "deep discount zone."

Looking back at history, during the previous four bear markets of Bitcoin, whenever prices touched or approached similar on-chain bottom model ranges, it often indicated that the selling pressure was nearing its end. Afterward, the market either consolidated in the bottom area for several months or began the next phase of upward movement after completing the final round of liquidation. This pathway of "price approaching model → sentiment extremely cold → long-term returns improving" has earned the on-chain models a high market reputation. However, it is crucial to emphasize that there are only four bear market samples, and neither the win rate nor the depth of retracement can be considered statistically significant "theorems."

More realistically, the timeline of continuous capital outflow since November 2025 has almost synchronized with the price approaching this range. The retreat of capital combined with the potential bottom in a technical sense has resulted in a rare "price in place but capital withdrawing" dislocation. It is precisely this dislocation that makes 46,000 to 54,000 US dollars not merely a mathematical range but more akin to a tug-of-war between price, liquidity, and confidence within a narrow band.

The Invisible Traps of Four Bear Market Samples

The key hint pointed out by Willy Woo in this round of discussion is: "These on-chain models are based on a limited historical sample (four bear markets)." This statement serves as a reminder of his toolbox as well as a cooling note to the market. On-chain models appear intricate, but they invariably rely on "what has happened in the past," and the limited sample size means that all patterns may just be coincidental rather than ironclad rules across cycles.

Furthermore, the four bear markets share an overlooked commonality: they all occurred while global risk assets were still in a long-term bull market structure. Whether it is the long-term upward trend of the U.S. stock market or the accommodative tone of global liquidity, these provide macro contextual support for Bitcoin to "always attract new capital" after deep declines. In other words, every "bottom" indicated by past on-chain models was actually supported by a global risk preference system that had not yet collapsed.

In such an environment, markets can easily view the on-chain bottom models as a kind of "safety net"—once prices touch the lower edge of these models, it is interpreted as "historically always an opportunity," attracting left-side capital to position themselves early and right-side capital unwilling to stray too far. This kind of repeatedly validated successful experience has gradually evolved into a consensus-like belief. However, if the macro premises supporting this belief change—such as global risk assets no longer being in a long-term rising channel—these models may cease to be safe havens and instead become the source of consensus collapse: once the "must-hold bottom" is breached, both technical faith and capital confidence may fracture simultaneously, potentially leading to more severe downward volatility than before.

What Happens if Global Risk Assets Turn Bearish

Regarding the macro environment, Willy Woo has thrown out a judgment marked as to be verified: "If the long-term bull market structure of global risk assets experiences a rupture, the market may enter an unprecedented deeper bear market." The weight of this statement lies in its direct challenge to the implicit premise that "history always bets on bulls," and for the first time, it publicly links "deeper bear markets" to "global risk assets turning bearish," rather than solely focusing on Bitcoin's own on-chain and technical charts.

Dissecting this proposition through three main macro dimensions—interest rates, liquidity, and geopolitical risks—one can outline a potential pathway through which the overall shift of risk assets to bear could transmit to the crypto market: First, if interest rates linger at high levels or rise again, it will significantly elevate risk-free returns, weakening institutional and high-net-worth capital's willingness to allocate to high-volatility assets; second, if global liquidity continues to tighten in the later stages of the cycle, traditional market risk assets often face pressure first, with funds forced back to cash and high-rated bonds, making crypto assets, as the "pinnacle of risk," more susceptible to passive selling; third, in times of escalating geopolitical conflicts or trade frictions, regulatory uncertainty and risk aversion often heighten demand for compliant and local currency assets, further marginalizing high-risk overseas assets.

Compared to the previous four bear markets, the fundamental distinction of this proposition is: the bear markets of the past occurred against the backdrop of U.S. stocks and other risk assets maintaining a long-term upward structure; even amidst severe adjustments, the long-term allocation logic remained systematically intact. Each rebound of Bitcoin from the on-chain bottom range was essentially a "local winter within an overall risk asset bull market." However, if in the future we face a phase where global risk assets themselves struggle to be described as bullish, then when the current price nears 46,000 to 54,000 US dollars, the market may find itself in a "new situation without historical samples for reference"—the statistical significance of on-chain models would be significantly diluted by macro uncertainty, and past experiential curves would be difficult to directly extrapolate into the next cycle.

The Game Moment Between Model Believers and Cautious Investors

In this context, investors are naturally divided into two distinctly different roles. One group is the "model believers," who have high trust in the on-chain models: they believe indicators like CVDD have repeatedly provided relatively accurate warnings near historical bottoms, thus viewing 46,000 to 54,000 US dollars as a "buying area" that must be taken into account in the next cycle. In the eyes of these investors, once prices approach or fall below the CVDD side, it signifies that the long-term risk-reward ratio is rapidly improving, and they should gradually increase their positions rather than being swept away by panic sentiment.

In contrast, the other group, the "cautious investors," pays more attention to macro variables, focusing on the continuous capital outflow since November 2025 and the slowing growth of the funding environment. They are concerned that the historical premises that the on-chain models rely on are being quietly undermined: the macro turning point has not been confirmed, liquidity withdrawal is still ongoing, and if they rashly bet that "the on-chain bottom must hold," there is a complete possibility that prices will "pierce through" existing models if macro and capital pressures align downwards. In this concern, even if they acknowledge that 46,000 to 54,000 US dollars historically represents a good value area, they will opt for a more conservative pace—observing, reducing positions, or even hedging in the opposite direction near the models.

Several Chinese crypto media outlets—including PANews, Jinse Finance, and Rhythm BlockBeats—have simultaneously amplified these two positions in their reports: one side cites the on-chain bottom range and CVDD data, emphasizing that "technically, it has approached historical cheap areas"; while the other side focuses on macro structural risks and capital outflows, warning readers to be wary of the possibility of "the on-chain bottom being breached." The different perspectives are presented together, causing market sentiment to oscillate between the narrative of "technical bottom" and "macro top." For some participants, the media has reinforced their confirmation bias towards a certain narrative; for others, the same information has exacerbated hesitance and division in directional judgment.

Emotions and Chip Migration Under the Shadow of Capital Outflow

Surrounding the "continuous capital outflow since November 2025" reports, the market gradually recognizes that this is not an isolated short-term fluctuation but rather resembles a slow yet persistent withdrawal curve. The retreat of long-term capital does not always manifest as a drastic decline; it is more often reflected in deteriorating rebound persistence, shrinking volume, and a downward shift in consolidation ranges, creating a warm water effect. Over time, this can silently erode market confidence that "the bottom is near," even if prices touch the range given by on-chain models, and capital willing to buy in heavily at this point will appear more cautious and scattered.

In this backdrop of outflow, the redistribution of chips and position adjustments among different types of participants deserve attention. Long-term holders often possess lower costs and longer perspectives; they may maintain or slightly increase holdings as prices approach the model range, aiming to average costs over many years. Short-term traders, on the other hand, are more easily driven by volatility, frequently buying high and selling low near critical ranges, repeatedly tossing chips that should be "settled down" back and forth in the market; some institutions and professional funds may systematically compress exposure to high-volatility assets during withdrawal cycles based on risk budgets and regulatory constraints. Even if they are optimistic about the long-term logic, they will choose to "wait for clearer macro signals with smaller chips."

It is noteworthy that currently available public information only provides a directional judgment regarding "capital continuing to flow out since November 2025", without disclosing more detailed data on outflow scale, source markets, and types of institutions. The lack of precise quantification makes it challenging to accurately estimate the extent of selling pressure the market has actually endured, necessitating inference of pressure levels from indirect indicators like duration of outflow and weakening price rebound strength. This incomplete information itself may exacerbate the market's imagination and divergence regarding future paths—some believe "those who should run have already run," while others feel "the real concentrated selling pressure is still to come."

Seeking Ways to Survive in Uncertain Bottoms

In summary, Bitcoin is currently at a delicate intersection: on one hand, prices are approaching the 46,000 to 54,000 US dollars potential bottom range given by analysts like Willy Woo, with the anchor of CVDD at approximately 45,500 US dollars also appearing significant in historical context; on the other hand, the macro and funding environment is far from the traditional notion of a "bottom-friendly period," with the continuous capital outflow since November 2025, alongside questions about the long-term structure of global risk assets, casting more uncertainty on this "seemingly familiar bottom range."

In this uncertainty, when dealing with on-chain models like CVDD, it may be more necessary to return to their historical premises and sample limitations. They can provide valuable references, but the premise is to understand: these models stem from experiences summarized from only four bear markets, all of which were immersed in the macro soil of long-term bull markets for global risk assets. Treating them as probabilistic tools, as opposed to mythologizing them as unbeatable "absolute bottom lines," leads to starkly different practical consequences— the former can prompt us to reflect on assumptions when prices diverge, while the latter is likely to trigger uncontrollable emotions when models are pierced.

In an environment lacking comparable historical samples, investors might need to shift their focus from "seeking an absolutely safe price anchor" to "building a set of manageable risk budgets and multi-scenario plans." This means accepting the fact that any single model may fail, setting position caps and stop-loss disciplines across different scenarios according to individual capital scales, holding periods, and risk preferences, as well as continuously tracking macro and funding environments, rather than leaving the decision to bet or not entirely to a specific numerical threshold. What truly traverses uncertain bottoms is often not the courage to make that precise bottom call, but rather the strategy design that remains clear-headed and controlled in the face of the unknown.

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