Photo (for reference)

Cosmos Predict 2 (2B vs 14B)

Cosmos-Predict2-2B

Cosmos-Predict2-14B

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 3m 19.39s | total 211.11 pipeline 199.35 te 11.70 | GPU 16990 MB 13% | RAM 3.45 GB 3%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 18m 55.18s | total 1167.05 pipeline 1119.18 offload 15.97 decode 15.97 te 15.88 | GPU 40316 MB 31% | RAM 30.0 GB 24%

Hi.Dream I1 Full vs Fast

HiDream-I1-Full

HiDream-I1-Fast

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 16m 24.59s | total 1076.09 pipeline 928.88 move 42.00 prompt 41.30 te 38.97 decode 13.67 offload 11.23 | GPU 39224 MB 31% | RAM 58.75 GB 47%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 5m 24.52s | total 372.27 pipeline 291.58 move 19.38 prompt 19.26 te 17.09 decode 13.54 offload 11.39 | GPU 37426 MB 29% | RAM 58.78 GB 47%

FLUX.1-dev vs FLUX.1-schnell

FLUX.1-dev

FLUX.1-schnell

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 5m 55.86s | total 365.60 pipeline 344.89 decode 9.05 offload 5.97 move 1.89 prompt 1.88 te 1.87 | GPU 33926 MB 26% | RAM 25.12 GB 20%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 3m 43.37s | total 240.85 pipeline 208.63 offload 11.62 decode 8.86 move 5.85 prompt 5.84 | GPU 33958 MB 26% | RAM 25.11 GB 20%

Shuttle-3.1-aesthetic vs Chroma

shuttle-3.1-aesthetic

Chroma

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 4m 46.10s | total 292.19 pipeline 276.90 decode 9.15 offload 6.07 | GPU 34378 MB 27% | RAM 25.32 GB 20%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 12m 7.16s | total 760.53 pipeline 704.01 move 13.53 prompt 13.52 te 13.51 decode 9.60 offload 6.33 | GPU 27780 MB 22% | RAM 19.74 GB 16%

WAN 2.1 (1.3B vs 14B)

WAN2.1 1.3B

WAN2.1 14B

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 2m 9.13s | total 238.33 pipeline 127.97 preview 96.46 te 7.81 offload 4.36 vae 1.68 post 0.32 gc 0.31 | GPU 11102 MB 9% | RAM 13.87 GB 11%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 5m 59.25s | total 631.85 pipeline 358.96 preview 245.77 offload 11.78 vae 9.70 te 5.61 post 0.26 gc 0.26 | GPU 28198 MB 22% | RAM 39.91 GB 32%

Stable Diffusion 3.5 medium vs Stable Cascade

stable-diffusion-3.5-medium

stable-cascade

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 4m 30.90s | total 279.02 pipeline 260.26 move 7.45 prompt 6.21 decode 3.73 offload 0.69 gc 0.67 | GPU 18494 MB 14% | RAM 3.06 GB 2%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 2m 18.37s | total 187.04 pipeline 138.28 preview 48.53 | GPU 12940 MB 10% | RAM 3.52 GB 3%

Stable Diffusion 1.5 vs Stable Diffusion XL

dreamshaper_8

dreamshaperXL_v21TurboDPMSDE

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 42.18s | total 69.61 pipeline 40.64 preview 27.42 decode 1.52 | GPU 4614 MB 4% | RAM 3.01 GB 2%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 58.03s | total 109.35 pipeline 53.39 preview 48.24 move 3.02 prompt 2.42 decode 2.12 | GPU 8402 MB 7% | RAM 2.82 GB 2%

Omnigen 2 vs CoGView4-6B

OmniGen2

CogView4-6B

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 8m 4.91s | total 484.93 pipeline 484.86 | GPU 17754 MB 14% | RAM 3.55 GB 3%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 11m 57.14s | total 717.38 pipeline 704.67 decode 12.42 | GPU 30934 MB 24% | RAM 32.88 GB 26%

Sana 1.5 4.8B vs Chroma

SANA1.5_4.8B_1024px

Chroma

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 2m 50.61s | total 170.63 pipeline 167.16 decode 3.43 | GPU 15602 MB 12% | RAM 2.67 GB 2%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 11m 34.25s | total 700.95 pipeline 684.22 decode 9.99 offload 6.68 | GPU 27900 MB 22% | RAM 19.52 GB 16%

Flex2. Preview vs Playground v2 vs PixelArt-Sigma-XL

Flex 2 Preview	playground-v2-1024px-aesthetic	PixArt-Sigma-XL-2-1024-MS
Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 50\| Size: 512x768\| Seed: 1824549599\| CFG scale: 6\| Model: Flex.2-preview\| App: SD.Next\| Version: 0d7c025\| Operations: txt2img\| Pipeline: Flex2Pipeline Time: 6m 8.06s \| total 372.45 pipeline 362.14 decode 5.90 offload 4.36 \| GPU 25696 MB 20% \| RAM 18.05 GB 14%	Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 20\| Size: 512x768\| Seed: 1824549599\| CFG scale: 6\| Model: playground-v2-1024px-aesthetic\| App: SD.Next\| Version: 0d7c025\| Operations: txt2img\| Pipeline: StableDiffusionXLPipeline Time: 40.49s \| total 76.18 pipeline 35.89 preview 32.49 move 3.13 prompt 2.46 decode 2.06 \| GPU 8400 MB 7% \| RAM 2.76 GB 2%	Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 30\| Size: 512x768\| Seed: 1824549599\| CFG scale: 6\| Model: PixArt-Sigma-XL-2-1024-MS\| App: SD.Next\| Version: 0d7c025\| Operations: txt2img\| Pipeline: PixArtSigmaPipeline Time: 45.05s \| total 69.76 pipeline 43.53 preview 24.70 decode 1.50 \| GPU 12004 MB 9% \| RAM 2.66 GB 2%

System Info

app: sdnext.git updated: 2025-06-30 hash: 0d7c025a url: https://github.com/vladmandic/sdnext.git/tree/master
arch: x86_64 cpu: x86_64 system: Linux release: 6.11.0-29-generic python: 3.12.3
Torch 2.7.1+xpu
GPU device: Intel(R) Arc(TM) Graphics (1) ipex: 
ram: free:123.88 used:1.45 total:125.33
xformers: diffusers: 0.35.0.dev0 transformers: 4.53.0
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16

BRIA 3.2 vs Wuerstchen

BRIA 3.2

wuerstchen [c3da41406d]

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 8m 52.18s | total 536.05 pipeline 525.99 decode 5.89 vae 2.92 te 0.92 gc 0.53 post 0.30 | GPU 24302 MB 19% | RAM 3.8 GB 3%

Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR

Time: 1m 39.00s | total 98.76 pipeline 98.73 post 0.26 | GPU 7512 MB 6% | RAM 3.47 GB 3%

Pony and XL

ponyRealism_V23ULTRA	cyberrealisticXL_catalystXLV13RC
Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: ponyRealism_V23ULTRA\| Model hash: 06b76e07b7 Time: 2m 28.32s \| total 281.39 pipeline 143.72 preview 132.43 decode 3.64 move 0.67 prompt 0.66 gc 0.48 post 0.28 \| GPU 9614 MB 7% \| RAM 3.11 GB 2%	Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: cyberrealisticXL_catalystXLV13RC\| Model hash: 72d08684d7 Time: 2m 28.71s \| total 281.82 pipeline 144.08 preview 132.52 decode 3.63 move 0.67 prompt 0.66 gc 0.56 post 0.34 \| GPU 9614 MB 7% \| RAM 3.11 GB 2%
lucentxlPonyByKlaabu_b20 [7a67cafac4]	sd_xl_base_1.0 [31e35c80fc]
Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: lucentxlPonyByKlaabu_b20\| Model hash: 7a67cafac4 Time: 2m 28.57s \| total 281.70 pipeline 143.96 preview 132.44 decode 3.67 move 0.69 prompt 0.68 gc 0.46 \| GPU 9614 MB 7% \| RAM 3.15 GB 3%	Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: sd_xl_base_1.0\| Model hash: 31e35c80fc Time: 2m 27.65s \| total 246.31 pipeline 143.10 preview 98.01 decode 3.61 move 0.67 prompt 0.66 gc 0.47 post 0.26 \| GPU 9614 MB 7% \| RAM 3.13 GB 2%
cyberrealisticPony_catalystV30 [36de6f8958]	illustriousRealismBy_v10VAE [55b1634b47]
Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: cyberrealisticPony_catalystV30\| Model hash: 36de6f8958 Time: 2m 28.39s \| total 281.43 pipeline 143.81 preview 132.36 decode 3.64 move 0.68 prompt 0.67 gc 0.47 post 0.26 \| GPU 9614 MB 7% \| RAM 3.12 GB 2%	Prompt: one orange toyota c-hr 2019 taking turn in jungle rally on a mud road on a high speed. with mud drops flying onto spectators. Plates text is C-HR Parameters: Steps: 40\| Size: 768x1024\| Seed: 1824549599\| CFG scale: 6\| App: SD.Next\| Version: 5179255\| Pipeline: StableDiffusionXLPipeline\| Operations: txt2img\| Model: illustriousRealismBy_v10VAE\| Model hash: 55b1634b47 Time: 2m 28.49s \| total 280.39 pipeline 143.62 preview 131.37 decode 3.81 move 0.67 prompt 0.66 gc 0.61 post 0.39 \| GPU 9610 MB 7% \| RAM 3.13 GB 2%

Page tree

Test 18 - Orange C-HR

Photo (for reference)

Cosmos Predict 2 (2B vs 14B)

Hi.Dream I1 Full vs Fast

FLUX.1-dev vs FLUX.1-schnell

Shuttle-3.1-aesthetic vs Chroma

WAN 2.1 (1.3B vs 14B)

Stable Diffusion 3.5 medium vs Stable Cascade

Stable Diffusion 1.5 vs Stable Diffusion XL

Omnigen 2 vs CoGView4-6B

Sana 1.5 4.8B vs Chroma

Flex2. Preview vs Playground v2 vs PixelArt-Sigma-XL

System Info

BRIA 3.2 vs Wuerstchen

Pony and XL