No, SVG is perfect for things like that, and very compact (example coming, or an existing one, check the header image on twitter/monfera). I'm mostly concerned about dynamic visualizations.
In one of my web app projects, I went the other way. I converted SVG icons to appropriately sized PNGs. That was after I found out that SVG rendering was slow on mobile, and was the culprit of janky scrolling.
