We present several examples of metal price scenarios generated by our proprietary AI model. The starting point of the scenarios is December 2025, and the simulation horizon is 5 years.
The generated scenarios consist of the monthly average prices of the following metals:
- Industrial metals:
- Aluminum
- Iron ore
- Copper
- Lead
- Tin
- Nickel
- Zinc
- Precious metals:
- Gold
- Platinum
- Silver
We can generate thousands of metal price scenarios that capture diverse patterns observed in the historical data. Here, we present only a small subset of those AI-generated paths.
Metal Price Scenario 1: The Industrial Realignment
In the first scenario, the gold price increases by about 40%, and the platinum increases even more. Silver price is volatile and ends about flat. Most industrial metals (nickel, tin, lead, aluminium) increase by 200%. Copper and iron ore are volatile and gain a little while the zinc price decreases.
Metal Price Scenario 2: The Desynchronized Cycle
In the second scenario, precious metal prices are U-shaped and end slightly higher. Copper, lead, zinc, and tin are mostly flat during the first half of the scenario, then increase by about 50% in the second half. Aluminum, nickel, and iron ore prices initially increase, then decrease to a lower level, and remain mostly flat afterward.
Metal Price Scenario 3: The Fragmented Correction
In the next scenario, the precious metals decrease 10%-25% with a noticeable volatility along the way. Some industrial metals decrease by about 30%, especially copper, lead, aluminum, and tin. Nickel, zinc, and iron ore are mixed with one or two hump-like paths; some end lower, others higher.
Metal Price Scenario 4: The Systemic Retreat
In the last scenario, all metal prices decrease in tandem.
Conclusion
Our AI-based metal price generator produced these example scenarios. They maintain coherent relationships between different metal prices. The generated scenarios also account for lagging effects, correlations, and other unique patterns observed in the historical data.
At Scenarios by AI, we provide simulated metal price scenarios that capture the complex interplay between different metal prices. Reach out to further explore these generated scenarios.