The speed of the site itself? No. (At least not in the lower tiers.)

But cloudflare helps you to deliver static assets like styles and images faster. It also mitigates unwanted bot traffic, which might free up ressources on the server.

So in general you can say that cloudflare does not make the server faster, but it helps you deliver the site faster to where it needs to go.