Features Users Want Most in Stable Diffusion Apps

"A lot of the gripes I have for the app is how you can't queue work. For instance, downloading a model makes it impossible to do anything else, even downloading additional models"

"Now the gallery of images is very hard to use - no batch deletes for example, and you can not work with it while images are being created"

"I cannot delete projects (this was a problem before the new upgrade)"

"I don't see an option to delete unused models. please update as this will easily use up a lot of memory on mobile devices"

"considering the large size of models, an appointed folder/path for model storage would be very logical"

"I agree with Dragon knerd: I can't seem to download any LoRA models from other websites like Civitai. Very frustrating"

"I've tried multiple times to create a photo using a model from civitai.com and everytime I try to create a picture, my phone will vibrate two times and nothing will pop up in the canvas"

"When you download a model, it currently gets backed up to the user's iCloud, which is a massive waste of space. Please ensure that these models are not included in iCloud backups"

Build a stable, crash-free generation engine optimized for mobile devices

72% of complaints are about crashes during generation - solving this single issue would capture massive unsatisfied demand from frustrated Draw Things users

Implement resumable background downloads with progress persistence

Model download failures are a major barrier to entry; users abandon before even generating first image due to interruption-sensitive downloads

Create intelligent device-model compatibility system with clear guidance

Users waste time downloading incompatible models; show which models work on their device upfront with performance estimates before download

Build streamlined model management with deletion, storage location control, and iCloud exclusion

Storage issues are causing users to abandon app entirely; multi-GB models filling devices with no way to remove them creates immediate uninstall trigger

Design beginner-friendly onboarding with working defaults and in-app tutorials

Users spending days trying to get basic features working then giving up; capture market of Stable Diffusion newcomers with guided first-run experience