Stable Diffusion vs Flux vs OmniGen vs SANA

Render Realm · Advanced ·📄 Research Papers Explained ·1y ago
A comparison between different free Text-to-Image models running on a local machine, covering Stable Diffusion (1.5, SDXL, 3.5), Flux.1 (Schnell, Dev), Omnigen and the new, super-fast SANA-model published by NVIDIA, rating their image-quality, prompt-adherence, speed and VRAM-requirements. I've tried to make the comparisons as fair and unbiased as possible, using the Google-Parti-Prompts method. So I created 1,391 images (107 per model) in 11 challenges and 12 categories and rated their quality. Still, it's a personal view but I will leave a link where you can download the rating sheets with …
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Chapters (19)

Intro, Models
1:54 Prompts & Benchmarks (Google Parti Prompts)
2:24 Hardware, Rating-process, Rating methods
4:19 Stable Diffusion 1.5 - Juggernaut 1.5
5:20 SDXL - Juggernaut XL
6:00 SDXL-LCM - SDXL_Vanilla
6:42 SDXL-Lightning - Juggernaut XL Lightning
7:29 SDXL-Hyper - Boltning Realistic Hyper
8:06 SDXL-Turbo - TurbovisionXL
8:38 Flux.1 Schnell
10:12 Flux.1 Dev
11:19 Stable Diffusion 3.5 Medium
12:19 Stable Diffusion 3.5 Large
13:24 Stable Diffusion 3.5 Large Turbo
14:15 OmniGen
15:24 SANA
16:32 Recommendations
17:26 Download links (Models, Gumroad)
17:45 Outro
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