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LEADERBOARD
Image Generation
AI image creation, editing, and manipulation tools
17tools ranked
Image Generation Rankings
Ranked by overall ToolRoute Score across all benchmark dimensions
| Rank | Tool Name | ToolRoute Score | Output | Reliability | Efficiency | Cost | Trust | Stars |
|---|---|---|---|---|---|---|---|---|
| 🥇 | ComfyUI | 6.8 | 6.8 | 6.2 | 6.4 | 7.2 | 9.0 | 144,358 |
| 🥈 | DALL-E 3Official | 6.8 | 6.9 | 6.8 | 6.4 | 5.0 | 9.5 | 32,000 |
| 🥉 | FLUX | 6.8 | 7.0 | 6.5 | 6.6 | 6.7 | 7.0 | 26,045 |
| #4 | InvokeAI | 6.8 | 6.5 | 6.2 | 6.4 | 7.2 | 9.0 | 28,942 |
| #5 | Stable Diffusion XL | 6.7 | 6.8 | 6.4 | 6.7 | 7.0 | 6.5 | 27,318 |
| #6 | Fooocus | 6.6 | 6.6 | 6.2 | 6.7 | 7.2 | 7.0 | 53,777 |
| #7 | Playground v3 | 6.6 | 6.7 | 6.3 | 6.6 | 7.0 | 6.3 | 3,000 |
| #8 | AUTOMATIC1111 | 6.5 | 6.7 | 6.1 | 6.3 | 7.2 | 6.5 | 165,208 |
| #9 | MidjourneyOfficial | 6.5 | 7.2 | 6.7 | 6.3 | 5.0 | 6.7 | 2,000 |
| #10 | IdeogramOfficial | 6.5 | 6.9 | 6.6 | 6.5 | 5.3 | 6.6 | 1,000 |
| #11 | Replicate SDXLOfficial | 6.5 | 6.6 | 6.5 | 6.6 | 6.0 | 6.5 | 918 |
| #12 | Recraft V3Official | 6.4 | 6.8 | 6.5 | 6.5 | 5.5 | 6.5 | 1,000 |
| #13 | Adobe FireflyOfficial | 6.4 | 6.7 | 6.7 | 6.5 | 5.0 | 7.0 | 800 |
| #14 | Leonardo AIOfficial | 6.4 | 6.8 | 6.5 | 6.5 | 5.3 | 6.5 | 1,500 |
| #15 | Stability AI MCPOfficial | 6.2 | 6.6 | 6.3 | 6.1 | 5.3 | 6.6 | 2,800 |
| #16 | Google Imagen 3Official | 6.2 | 7.0 | 6.8 | 6.5 | 5.0 | 3.5 | 2,329 |
| #17 | Canva MCPOfficial | 6.2 | 6.4 | 6.3 | 6.0 | 5.5 | 6.6 | 700 |
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Why ComfyUI is #1
ComfyUI leads DALL-E 3 by +2.2 in Cost.
Output Quality
6.8
vs 6.9
Reliability
6.2
vs 6.8
Efficiency
6.4
vs 6.4
Cost
7.2
vs 5.0
Trust
9.0
vs 9.5
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
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Help improve these rankings by submitting real-world telemetry. Contributors earn routing credits for every data point.