🔬 Actual test verification · Non-promotional soft article · Independent evaluation
Overall rating: 8.3/10
Stable Diffusion It is synonymous with open source AI image generation. Midjourney and the most important pole outside of DALL-E.
📊 Five-dimensional scorecard
| 维度 | Score | Brief comment |
|---|---|---|
| functional completeness | 8.5 / 10 | Image + video + editing + ControlNet, the most complete open source ecological function |
| 易用性 | 7.0 / 10 | There are barriers to local deployment, but online services reduce the difficulty of getting started. |
| Cost-effectiveness | 9.0 / 10 | It’s open source and free, and it’s also cheap to use in the cloud. |
| 中文支持 | 7.0 / 10 | The prompt words are mainly in English, and Chinese is not as well understood. Midjourney |
| 输出质量 | 8.5 / 10 | Flux image quality is close to Midjourney, but the style consistency is slightly weaker |
✅ Core advantages
- Completely open source and free:Download models to run locally without any company API restrictions or content moderation.
- LoRA has a rich ecosystem:The community has contributed a large number of LoRA models, which can quickly and accurately generate specific styles, characters, and scenes.
- Flux image quality leap:Black Forest Labs’ Flux series dramatically shrinks the Midjourney The picture quality gap has improved significantly, especially in text rendering and realism.
- ControlNet precise control:With precise control over composition, pose, depth, edges and more, it's a tool for designers and professionals, not a toy.
- ComfyUI Workflow:The node-based visual workflow system makes the complex image generation process as flexible as building blocks.
❌Main shortcomings
- High barrier to entry:Local deployment requires a better graphics card (8GB+ video memory recommended),ComfyUI The learning curve is steep.
- Not as good as out-of-the-box Midjourney:Midjourney Simply inputting a few words can produce stunning results, but Flux needs more sophisticated prompt word engineering.
- Version fragmentation:SD1.5, SDXL, SD3, Flux... there are too many different versions and derivative models, and novices can easily get lost.
- Chinese prompt word experience is average:The understanding of Chinese prompt words is not as accurate as that of English.
💰 How to use
| Way | cost | Applicable scenarios |
|---|---|---|
| Local deployment (SD/Flux) | Free (graphics card required) | Privacy sensitive, requires in-depth customization |
| Replicate/Fal Cloud API | About $0.002-0.05/piece | Batch generation, application integration |
| ComfyUI Online | Free/Paid | Visual workflow without local hardware |
🎯 Who is it suitable for?
- AI image creator:Professionals who want to deeply customize their style and finely control their output
- Developer:Need to integrate image generation into a product or workflow
- Businesses and Studios:Business scenarios with requirements for data privacy and content compliance
- Not suitable for:Ordinary users who just want to produce beautiful pictures quickly and don’t want to bother with technology (choose Midjourney)
📝 Summary
Stable Diffusion / Flux is an image generation tool for people who "want to control everything". Midjourney Freedom you'll never get - local deployment, LoRA fine-tuning, ControlNet precision. Midjourney More peace of mind.