I think so as well, once Ukraine runs through their current stocks of western weapons they can't be easily replaced. Ukraine is also losing a lot of its motivated and experinced soldiers who are being replaced by conscripts who are untrained and unmotivated.

Once the offensive burns out, Russia will be marching against a depleted and demoralized army.