I tried it on macOS as well as on the iOS simulator and on the web, but I haven't tried the latest version yet. You can try the web version here:
https://gallery.flutter.dev/#/demo/cupertino-text-field
Edit: I have now tried the latest version (2.2) and I'm seeing 12% CPU usage for an idle app with nothing but a focused TextField.