Our AI Forecasting Model for Cryptocurrencies

Key Takeaways

How the prediction model works

To generate our cryptocurrency price predictions automatically, we use artificial intelligence (“AI”). At its core, our prediction model is based on historical price data for each cryptocurrency (for example, daily open and close values).

The model is then refined through internal calculations and plausibility checks to better reflect typical market dynamics such as volatility, trend phases, and momentum.

Prediction scenarios

Because crypto markets can be highly volatile and external factors (such as macroeconomic conditions, news, market sentiment, or regulatory changes) are not reliably predictable, our AI model generates three different scenarios:

• Pessimistic: a more defensive scenario with potentially significant pullbacks

• Average: a baseline scenario reflecting typical market phases

• Optimistic: a more optimistic scenario with stronger upside phases

Alongside our experimental, automatically generated predictions, our prediction dashboards provide additional metrics and data points to support your broader analysis of a cryptocurrency.

Example: Bitcoin prediction

Future Development

As rapidly as the crypto markets evolve, so do AI models. We continuously experiment with this emerging technology and strive to improve our forecasting models, dashboards, and data points.

We firmly believe that powerful AI systems will increasingly shape forecasting models for financial assets like stocks, commodities, and cryptocurrencies. The remarkable ability of these models to process vast amounts of data and detect anomalies will play a central role in their future relevance.