Machine learning algorithm predicts BNB price on October 31, 2025

BNB, the native cryptocurrency of the Binance ecosystem, has surged 30% on the weekly chart and hit a new all-time high of $1,336 on Tuesday, October 7.

What’s more, with a 6.4% weekly increase in market cap, which currently sits at $181.5 billion, it is now the third-largest crypto, having surpassed Tether (USDT) and XRP.

At the time of writing, BNB was trading at more or less $1,304, having gained nearly 7% on the day.

BNB price. Source: Finbold

BNB price prediction October 2025

The rally has largely coincided with that of Bitcoin (BTC), which itself reached a new all-time high of $126,198 on Monday, October 6, driven by the ongoing US government shutdown.

However, October, or “Uptober,” is historically known for strong crypto performance, and BNB’s technical picture is unsurprisingly nothing to scoff at either, suggesting the momentum might continue.

With that in mind, Finbold consulted its AI Signals machine learning tool to predict an average BNB price target for October 31, 2025, by integrating large language models (LLMs) with momentum-driven market technical indicators. 

Based on the AI’s projections, the cryptocurrency is indeed on an upward trajectory, likely to gain another 9.45% and trade at $1,435.5 by the end of the month.

BNB October 2025 forecast. Source: Finbold Signals

All three LLMs used in the prediction were bullish. Claude Sonnet 4 offered the highest number, $1,485.8 (+13.28%), followed by Grok 3’s $1,450.3 (+10.57%) and GPT-4o’s $1,370.5 (+4.49%).

As mentioned, the technical outlook for BNB remains solid. The moving average/convergence divergence (MACD) is at 78.89, while Momentum sits at 343.03, supporting further upside potential. 

The relative strength index (RSI) of 78.83 is in the neutral zone, but the price is comfortably above the 20-day simple moving average (SMA) of 1,057.47, underscoring short-term strength. 

Long-term averages also reinforce the bullish case, though, with a 50-day exponential moving average (EMA) of 974.66.

Featured image via Shutterstock

Source: https://finbold.com/machine-learning-algorithm-predicts-bnb-price-october-31-2025/