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Analysis: Monte Carlo model predicts Bitcoin price will peak at $713,000 within 6 months

On March 10th, despite the continued "extreme fear" shown by the cryptocurrency fear and greed index on March 10th, a Bitcoin market simulation still predicts a bullish trend in the second half of 2025. Cryptocurrency researcher Mark Quant analyzed the price of Bitcoin using Monte Carlo simulation and provided a six-month forecast for the cryptocurrency. The Monte Carlo model is a computational method that simulates price predictions and evaluates risks through random sampling. It can generate multiple possible scenarios based on variable factors such as volatility and market trends. Based on an initial price of $82,655, the study estimates the average final price of Bitcoin by the end of September 2025 to be $258,445. However, from a broader perspective, the price of Bitcoin is expected to fluctuate between $51,430 (5th percentile return) and $713,000 (95th percentile return).

However, it is important to note that the Monte Carlo model largely relies on the geometric Brownian motion (GBM) model, which assumes that asset values follow a random path with a constant drift parameter. In this analysis, Bitcoin's inherent volatility is incorporated into the model, capturing long-term historical performance and patterns while adapting to future changes. Essentially, Monte Carlo analysis is like "rolling the dice" with uncertainty. Last week, Quant also emphasized the correlation between the total cryptocurrency market capitalization and the global liquidity index, indicating that the total market value may reach a new high of over $4 trillion in the second quarter of 2025.

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