But de-escalation training is expensive, whereas equipment is often given almost for free from ex-military surplus or paid for from "anti-terrorism" federal funds.

Police in other Western countries receive significantly longer training courses than US police do. This is an issue rarely discussed in this topic. If people want de-escalation, they need to fund the longer training regime and more importantly pay for it.