Some of these are a bit outdated for newer models.

I find the most consistent tells are often just excessive descriptive text and a lack of visual hierarchy. It makes sense given these are language models.

Also, I find models are really quite good once given some design context to work from. Slop UI is lazy at this point, not a reflection of model quality.