Stimulus spending can cause inflation, but doesn't do so necessarily. A cursory look at deficits and inflation charts will tell you as much. Biden got inflation under control and got the economy to bounce back very quickly -- a feat very few people believed he could pull off.
"Reducing prices" means deflation, which doesn't happen outside of a depression. Triggering a depression intentionally is absolutely bonkers in terms of policy.