CBAM Simulator

Explore real-world trade impacts of the EU CBAM using Sandbag’s data-based model

The CBAM Simulator was developed to help stakeholders, especially from non-EU countries, understand the potential implications of the EU’s Carbon Border Adjustment Mechanism (CBAM) and explore how different national strategies may influence outcomes.

It is not designed to forecast specific costs, but rather to provide a flexible, interactive environment where users can simulate scenarios, apply filters, and compare the effects of policy choices on trade flows and carbon-related costs.

All simulations are based on 2023 trade volumes, assuming these remain constant over time.

The simulator is designed to illustrate possible evolutions of the CBAM and responses to it by third countries.

CBAM Simulator Update:
16 February 2026 – We have updated the simulator with new emissions data and corrected the results for certain scopes to ensure accuracy.
More updates are coming soon.

If you have any questions about the assumptions, methodology, or calculations, you can find full explanations in the user guide.

Related Publications

Carbon pricing trends in Asia

Carbon pricing trends in Asia

This report by Carbon Market Watch, with analysis by Sandbag, examines potential CBAM costs for Japan, South Korea, Vietnam, Indonesia, and the Philippines, based on their trade exposure, production outlooks, and progress toward implementing a domestic carbon price signal.

The CBAM dividend for Namibia and Ghana

The CBAM dividend for Namibia and Ghana

This research note shows that Namibia and Ghana are likely to benefit from the CBAM, as EU price increases linked to the EU ETS outweigh CBAM fees under current exports. It also sets out transparent transformation scenarios, based on announced industrial projects, to show how expanded and lower-emissions production could further increase export revenues over time.

Mundo Matogné. Rue d’Edimbourg 26, Ixelles 1050 Belgium. Sandbag is a not-for-profit (ASBL) organisation registered in Belgium under the number 0707.935.890. EU transparancy register no. 277895137794-73. VAT: BE0707935890

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