Bitcoin news: On-chain analyst Willy Woo has published 10,000 simulated Bitcoin price scenarios, with the median outcome suggesting the cryptocurrency could reach a peak of $413,000 in December 2028. The model factors in declining returns across successive market cycles, but several limitations make the projection far from certain.
Woo released the simulations on Monday, October 26, using a random-walk model built around Bitcoin’s historical price data. The framework estimates potential future market highs and lows while accounting for the tendency of each cycle to deliver smaller percentage gains than the previous one.
The median simulation places Bitcoin’s next cycle peak at $413,000. However, Woo warned that the outcome may be overly optimistic. He identified the range between approximately the 28th and 50th percentiles as a more reasonable possibility, putting the potential 2028 peak between $241,000 and $413,000. He also clarified that the figures represent simulation results, not his personal price forecast.
With Bitcoin currently trading at $79,770, the projection raises questions about whether historical patterns can support such ambitious long-term price expectations.
Bitcoin’s Diminishing Returns Influence the 2028 Outlook
The model incorporates the concept of diminishing returns, which suggests that Bitcoin’s percentage gains tend to shrink as its market value increases. As the cryptocurrency grows, it requires progressively more capital to achieve comparable percentage moves.
Bitcoin’s previous market cycles provide examples of this pattern. The asset climbed from around $1,150 in 2013 to nearly $20,000 in late 2017, delivering approximately 17 times its earlier value. Its 2021 peak of $69,000 represented roughly 3.5 times the previous high. Bitcoin then reached $126,080 in October 2025, about 1.8 times its 2021 peak.
Woo’s power-law model attempts to capture this gradual reduction in returns. The parameter “c=0.45” determines the rate at which returns diminish over time, while the model’s phase-conditioned design adjusts simulated daily movements according to Bitcoin’s position in its cycle.
These phases include rallies, market peaks, bear markets, and recoveries. By accounting for these stages, the simulations preserve the broad four-year cycle structure observed in Bitcoin’s historical price movements.
Nevertheless, the median projection remains aggressive. A Bitcoin price of $413,000 would represent approximately 3.3 times the October 2025 record, a larger relative increase than the previous cycle delivered. The lower estimate of $241,000 would amount to around 1.9 times the previous peak, broadly consistent with the 1.8-fold increase between 2021 and 2025.
What Could Make Bitcoin’s Actual Price Diverge From the Model?
Although Woo’s simulations provide a framework for exploring potential outcomes, they rely heavily on historical patterns. Future market conditions may differ significantly from those that shaped Bitcoin’s earlier cycles.
Several important variables are not fully reflected in the model.
Institutional demand: U.S. spot Bitcoin ETFs hold approximately $102.8 billion in BTC, while Strategy owns 848,517 BTC. These institutional investment channels did not exist during earlier cycles, and their buying and selling activity may not follow Bitcoin’s four-year halving schedule.
Federal Reserve policy: The Fed raised interest rates in September and is due to announce another decision on Wednesday. Changes in interest rates and market liquidity can affect demand for risk assets, potentially producing price movements that historical simulations cannot anticipate.
Declining new supply: Approximately 20.1 million of Bitcoin’s maximum supply of 21 million coins have already been mined. As a result, future halvings will reduce new issuance by smaller absolute quantities, potentially changing their influence on market supply and demand.
Regulatory and technological risks: Regulatory developments, competition from other digital assets, and emerging threats such as quantum computing could affect Bitcoin’s valuation. These variables are not directly captured by a model focused primarily on historical price behavior.
Limited historical evidence: Bitcoin has experienced only four complete market cycles. Running 10,000 simulations does not eliminate this limitation because the model still relies on a relatively small number of historical peaks and market transitions.
The $413,000 projection should therefore be treated as a possible scenario rather than a reliable price target. The model illustrates how Bitcoin might perform under particular assumptions, but it cannot establish when the next peak will occur or guarantee that the cryptocurrency will reach the projected level.
Bitcoin Price Analysis: Key Support and Resistance Levels
Bitcoin is trading at $79,770, down 2.1% over the past week and approximately 36.7% below its October 2025 all-time high. The cryptocurrency remains below its 50-day exponential moving average at $80,765, suggesting that its short-term recovery has yet to regain this technical benchmark.
Buyers defended the $79,221 level on Saturday and again on Monday, making it an important near-term support zone.
On the upside, Bitcoin faces resistance at $81,480, where previous rebound attempts encountered selling pressure. A sustained break above this level could shift attention toward the next resistance near $82,850.
If the price falls below $79,221, selling pressure could increase, bringing the 200-day exponential moving average at $76,382 into focus as the next major technical level.
For now, traders are watching whether Bitcoin can maintain support and reclaim its short-term moving average. Woo’s simulations provide a longer-term perspective on Bitcoin’s potential trajectory through 2028, but changing institutional demand, monetary policy, and market conditions could ultimately produce a very different outcome.
