The desktop computer signals a more 'serious' or stationary work setup than the laptop — used for gaming rigs, office jobs, or emphasizing a big-screen setup. It's less commonly used in casual chat than laptop since most people communicate from phones, ironically making 'I'm on my desktop' notable enough to mention.
Keywords: computer, desktop, monitor