This is where the tools diverge most, and getting it wrong is why people think a generator is 'bad' when they're just prompting it for a different model.
**Midjourney — descriptive phrase + parameters.** Midjourney rewards vivid, layered description plus explicit flags. Structure: subject, environment, style/medium, lighting, then parameters. Example:
```
photorealistic portrait of an elderly fisherman mending nets, weathered hands,
golden hour light, shallow depth of field, shot on 85mm lens --ar 3:2 --style raw
```
Read the parameter list and syntax in the Midjourney docs — flags like aspect ratio and stylization meaningfully change output. Build these quickly with our Midjourney Prompt Builder.
**DALL·E / gpt-image-2 — conversational sentences.** This model handles plain natural language well; you can describe a scene like you're briefing a designer, and iterate by chatting ('make it warmer, add a window on the left'). Example:
```
A cozy reading nook by a rain-streaked window, warm lamplight, a stack of books
and a cat asleep on the chair, soft illustrated style, gentle muted colors.
```
It also renders text inside images more reliably than most, which is useful for posters and mockups. Compose with the DALL·E Prompt Creator.
**Gemini Imagen — natural language with multimodal context.** Similar to DALL·E in favoring clear descriptive sentences, with the advantage of Google's broader prompting guidance. Follow Google's prompting strategies for structure and specificity.
**Stable Diffusion — comma-separated descriptors + negative prompts.** The classic SD style is a dense list of tags/descriptors, often paired with a negative prompt listing what to avoid, plus a chosen base/community model. Example:
```
cinematic landscape, misty pine forest at dawn, volumetric light, ultra detailed,
8k, dramatic atmosphere
Negative prompt: blurry, low quality, watermark, text, oversaturated
```
Negative prompts and model/LoRA choice are core to SD and don't exist the same way in the hosted tools. Our Stable Diffusion Prompts tool generates both the positive and negative sides.
**The takeaway:** Midjourney = phrases + flags; DALL·E and Imagen = conversational sentences; Stable Diffusion = descriptors + negatives + model choice. Use the AI Art Style Mixer when you want to blend named styles regardless of tool.