I don’t think your link is showing what you want it to show - it’s showing costs, but not necessarily any sort of counterfactual delta AFAICT.

There’s been a number of studies on this, and they do seem to suggest that overall smoking saves society money. E.g. here’s one from Finland

https://bmjopen.bmj.com/content/2/6/e001678