Black Forest Labs is basically the original SD team. After FLUX.1 went open-source, I ran it locally for a while. The most obvious thing is the detail density—when generating high-res landscapes or complex textures, the clarity is noticeably a tier above the models I used before.
Another thing is it understands prompts way better. That frustrating “I clearly wrote A but it gave me B” situation happens way less now, saving me a ton of time rewriting prompts.
Output diversity is decent too—run the same prompt a few times, and the composition varies more than I expected. Downsides? It eats VRAM; machines with lower specs really struggle. Overall, I’m using it as my go-to model now.