While the El Niño–Southern Oscillation, a climate mode, has a similar impact on CO₂ growth rates across Earth system models, there is significant uncertainty in the processes behind this relationship. We found a compensatory effect that masks differences in the sensitivity of carbon fluxes to climate anomalies and observed that the carbon fluxes contributing to global CO₂ anomalies originate from different regions and are caused by different drivers.