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Cosmos-Predict2-2BCosmos-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

Parameters: Steps: 20| Size: 768x1024| Seed: 1824549599 | CFG scale: 6| Model: Cosmos-Predict2-2B-Text2Image| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: Cosmos2TextToImagePipeline


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

Parameters: Steps: 20| Size: 768x1024| Seed: 1824549599| CFG scale: 6| Model: Cosmos-Predict2-14B-Text2Image| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: Cosmos2TextToImagePipeline


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-FullHiDream-I1-Fast

Image Modified

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: 768x1024| Seed: 1824549599| CFG scale: 2| Model: HiDream-I1-Full| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: HiDreamImagePipeline


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%

Image Modified

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: 12| Size: 768x1024| Seed: 1824549599| Model: HiDream-I1-Fast| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: HiDreamImagePipeline


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.2 Dev

FLUX.

...

2-dev

...

-SDNQ-uint4-svd-r32FLUX.
1
2-dev
FLUX.1-schnellImage Removed

Image Added

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

50| Size: 768x1024

| Sampler: DPM2++ 2M SDE FlowMatch

| Seed: 1824549599| CFG scale:

2| Model: FLUX.1-dev

4| App: SD.Next| Version: ac7a6c2| Pipeline:

0d7c025

Flux2Pipeline| Operations: txt2img|

Pipeline: FluxPipeline

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%

Model: FLUX.2-dev-SDNQ-uint4-svd-r32

Image Added

Image Removed

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:

12

50| Size: 768x1024|

Sampler: DPM2++ 2M SDE FlowMatch| Seed: 1824549599

Seed: 1824549599| CFG scale:

2| Model: FLUX.1-schnell

4| App: SD.Next| Version: a9b0ab2| Pipeline:

0d7c025

Flux2Pipeline| Operations: txt2img|

Pipeline: FluxPipeline

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

Model: FLUX.2-dev

FLUX.1 Krea dev vs FLUX.1 Kontext dev

FLUX.1 Krea devFLUX.1 SRPO dev

Image Added

shuttle-3.1-aestheticChroma

Image Removed


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: 1632| Size: 768x1024| Sampler: DPM2++ SDE FlowMatch| Seed: 1824549599| CFG scale: 68| ModelApp: shuttle-3.1-aesthetic| App: SD.Next| Version: 0d7c025SD.Next| Version: 42706fb| Pipeline: FluxPipeline| Operations: txt2img| Pipeline: FluxPipeline

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%

Model: FLUX.1-Krea-dev

Image AddedImage Removed

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: 2032| Size: 768x1024| Seed: 1824549599| CFG scale: 3| Model: Chroma6| App: SD.Next| Version: 4130c6c| Pipeline: 0d7c025FluxPipeline| Operations: txt2img| Pipeline: ChromaPipelineModel: flux.1-dev-SRPO


Time: 12m 79m 20.16s 05s | total 760575.53 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)

10 pipeline 556.02 preview 8.46 decode 4.01 callback 2.50 prompt 1.91 te 1.90 gc 0.28 | GPU 34826 MB 29% | RAM 3.98 GB 3%

FLUX.1-dev vs FLUX.1-schnell

Image Removed: 768x768 6 App SDNext Version 34031f5 Pipeline WanPipeline Model: Wan2.1-T2V-1.3B-Diffusers 2m 913s 23833 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%Image Removed 20: 512x512: 6 34031f5| Pipeline: WanPipeline Model: Wan2.1-T2V-14B-Diffusers 5m 5925s 631 358.96 preview 245.77 78 vae 9.70 te 5.61 post 0.26 gc 0.26 | GPU 28198 MB 22% | RAM 39.91 GB 32%
FLUX.1-devFLUX.1-schnell

Image Added

WAN2.1 1.3BWAN2.1 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

Parameters: Steps: 20| Size

: 768x1024| Sampler: DPM2++ 2M SDE FlowMatch| Seed: 1824549599| CFG scale:

2|

Model:

FLUX.

1-dev|

App:

SD.Next|

Version:

0d7c025| Operations: txt2img|

Pipeline: FluxPipeline


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%


Image Added

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:

12| Size

: 768x1024| Sampler: DPM2++ 2M SDE FlowMatch| Seed: 1824549599| CFG scale

: 2| Model: FLUX.1-schnell| App: SD.Next| Version:

0d7c025| Operations: txt2img|

Pipeline: FluxPipeline


Time:

3m 43.

37s | total

240.85 pipeline

208.63 offload 11.

Stable Diffusion 3.5 medium vs Stable Cascade

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

Image Removed 20 2M stable-diffusion5medium StableDiffusion3Pipeline 3090s 27902 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%Image Removed 32| Sampler: DPM2++ SDE FlowMatch 6 stable-cascade StableCascadeCombinedPipeline 2m 1837s 18704 138.28 preview 48.53 | GPU 12940 MB 10% | RAM 3.52 GB 3%
shuttle-3.1-aestheticChroma

Image Added

stable-diffusion-3.5-mediumstable-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

Parameters: Steps:

16| Size: 768x1024| Sampler: DPM2++

SDE FlowMatch| Seed: 1824549599| CFG scale: 6| Model:

shuttle-3.

1-

aesthetic| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline:

FluxPipeline


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%

Image Added

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: 768x1024

| Seed: 1824549599| CFG scale:

3| Model:

Chroma| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline:

ChromaPipeline


Time:

12m 7.

16s | total

760.

53 pipeline

Stable Diffusion 1.5 vs Stable Diffusion XL

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%

Qwen-Image

Qwen-Image

Image Added

dreamshaper_8

dreamshaperXL_v21TurboDPMSDEImage Removed

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

20| Size:

512x768| Sampler: DPM++ 2M SDE

768x1024| Seed: 1824549599| CFG scale: 6

| Model: dreamshaper_8| Model hash: 879db523c3

| App: SD.Next| Version: 1d37a25| Pipeline:

0d7c025

QwenImagePipeline| Operations: txt2img|

Pipeline

Model:

StableDiffusionPipeline

Qwen-Image

Execution: Time:

42

7m 52.

18s

46s | total

69

473.

61

45 pipeline

40.64 preview 27.42 decode 1.52 | GPU 4614 MB 4%

472.43 te 0.96 | GPU 68698 MB 54% | RAM 3.15 GB 3%

WAN 2.1 (1.3B vs 14B)

01 GB 2%Image Removed 30 512x768| Sampler: DPM++ 2M SDE Model: dreamshaperXL_v21TurboDPMSDE| Model hash: 4496b36d48| 0d7c025 Pipeline: StableDiffusionXLPipeline 5803s 10935 5339 48.24 move 3.02 prompt 2.42 decode 2.12 | GPU 8402 MB 7% | RAM 2.82 GB 2%
WAN2.1 1.3BWAN2.1 14B

Image Added

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:

768x768| Seed: 1824549599| CFG scale: 6|

App: SD.Next| Version: 34031f5| Pipeline:

WanPipeline| Operations: txt2img|

Model: Wan2.1-T2V-1.3B-Diffusers


Time:

2m 9.

13s | total

238.

33 pipeline

127.

97 preview

Omnigen 2 vs CoGView4-6B

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%

Image Added

OmniGen2CogView4-6B

Image Removed

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: 768x1024512x512| Seed: 1824549599| CFG scale: 6| Model: OmniGen2| App: SD.Next| Version: 34031f5| Pipeline: 0d7c025WanPipeline| Operations: txt2img| Pipeline: OmniGen2PipelineModel: Wan2.1-T2V-14B-Diffusers


Time: 8m 45m 59.91s 25s | total 484631.93 pipeline 484.86 | GPU 17754 MB 14% | RAM 3.55 GB 3%

Image Removed

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:

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%

WAN 2.2 A14B

20 steps50 steps

Image Added

Parameters: Steps: 20| Size: 768x1024| Seed: 1824549599| CFG scale: 6

| Model: CogView4-6B

| App: SD.Next| Version: e0cadf0| Pipeline:

0d7c025

WanPipeline| Operations: txt2img|

Pipeline: CogView4Pipeline

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

Model: Wan2.2-T2V-A14B-Diffusers

Image Added

Parameters: Steps: 50| Size: 768x1024| Seed: 1824549599| CFG scale: 6| App: SD.Next| Version: e0cadf0| Pipeline: WanPipeline| Operations: txt2img| Model: Wan2.2-T2V-A14B-Diffusers

Stable Diffusion 3.5 medium vs Stable Cascade

stable-diffusion-3.5-mediumstable-cascade

Image Added

SANA1.5_4.8B_1024pxChroma

Image Removed

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: Pipeline: SanaPipeline| Steps: 3220| Size: 768x1024| Sampler: DPM2++ 2M SDE FlowMatch| Seed: 1824549599| CFG scale: 6| Model: stable-diffusion-3.5-medium| App: SD.Next| Version: 239c3d60d7c025| Operations: txt2img| Model: SANA1.5_4.8B_1024px_diffusers| CHI: TruePipeline: StableDiffusion3Pipeline


Time: 2m 504m 30.61s 90s | total 170279.63 pipeline 167.16 decode 3.43 | GPU 15602 MB 12% | RAM 2.67 GB 2%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%

Image AddedImage Removed

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: 2032| Size: 768x1024| Seed: 1824549599Sampler: DPM2++ SDE FlowMatch| Seed: 1824549599| CFG scale: 6| Model: Chromastable-cascade| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: ChromaPipelineStableCascadeCombinedPipeline


Time: 11m 342m 18.25s 37s | total 700187.95 04 pipeline 684.22 decode 9.99 offload 6.68 | GPU 27900 MB 22% | RAM 19138.28 preview 48.53 | GPU 12940 MB 10% | RAM 3.52 GB 16%

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

3%

Kolors

KolorsPRX

Image Added

Flex 2 Preview

playground-v2-1024px-aesthetic

PixArt-Sigma-XL-2-1024-MS

Image Removed

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

768x1024| Seed: 1824549599| CFG scale:

6| Model: Flex.2-preview

5| App: SD.Next| Version: ef65633| Pipeline:

0d7c025

KolorsPipeline| Operations: txt2img|

Pipeline

Model:

Flex2Pipeline

Kolors-diffusers


Time:

6m 8

3m 13.

06s

93s | total

372

496.

45

00 pipeline

362.14 decode 5.90 offload 4.36 | GPU 25696 MB 20% | RAM 18.05 GB 14%Image Removed

190.12 preview 159.35 callback 141.30 decode 3.77 te 1.10 gc 0.32 | GPU 19874 MB 17% | RAM 36.47 GB 29%

Image Added

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

28| Size:

512x768

768x1024| Seed:

1824549599

174776885| CFG scale:

6| Model: playground-v2-1024px-aesthetic

5| App: SD.Next| Version: c021928| Pipeline:

0d7c025

PRXPipeline| Operations: txt2img|

Pipeline: StableDiffusionXLPipeline

Model: prx-1024-t2i-beta


Time:

40

2m 33.

49s

46s | total

76

157.

18

41 pipeline

35.89 preview 32.49 move 3.13 prompt 2.46 decode 2.06 | GPU 8400

149.37 decode 4.07 callback 3.28 te 0.38 gc 0.29 | GPU 9564 MB 7% | RAM

2

31.

76 GB 2%

28 GB 25%

Stable Diffusion 1.5 vs Stable Diffusion XL

dreamshaper_8

dreamshaperXL_v21TurboDPMSDE

Image Added

Image Removed

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| Sampler: DPM++ 2M SDE| Seed: 1824549599| CFG scale: 6| Model: dreamshaper_8| Model

: PixArt-Sigma-XL-2-1024-MS

hash: 879db523c3| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline:

PixArtSigmaPipeline

StableDiffusionPipeline


Time:

45

42.

05s

18s | total 69.

76

61 pipeline

43

40.

53

64 preview

24

27.

70

42 decode 1.

50

52 | GPU

12004

4614 MB

9%

4% | RAM

2

3.

66

01 GB 2%

System Info

Code Block
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

Image Added

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| Sampler: DPM++ 2M SDE| Seed: 1824549599| CFG scale: 6| Model: dreamshaperXL_v21TurboDPMSDE| Model hash: 4496b36d48| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: StableDiffusionXLPipeline


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

OmniGen2CogView4-6B

Image Added

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: 768x1024| Seed: 1824549599| CFG scale: 6| Model: OmniGen2| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: OmniGen2Pipeline


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

Image Added

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: 768x1024| Seed: 1824549599| CFG scale: 6| Model: CogView4-6B| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: CogView4Pipeline


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_1024pxChroma

Image Added

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: Pipeline: SanaPipeline| Steps: 32| Size: 768x1024| Sampler: DPM2 FlowMatch| Seed: 1824549599| CFG scale: 3| App: SD.Next| Version: 239c3d6| Operations: txt2img| Model: SANA1.5_4.8B_1024px_diffusers| CHI: True


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

Image Added

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: 768x1024| Seed: 1824549599| CFG scale: 6| Model: Chroma| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: ChromaPipeline


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

Image Added

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%

Image Added

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%

Image Added

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

Code Block
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 3.2wuerstchen [c3da41406d]

Image Added

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: BriaPipeline| Operations: txt2img| Model: BRIA-3.2


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%

Image Added

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: WuerstchenCombinedPipeline| Operations: txt2img| Model: wuerstchen


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_V23ULTRAcyberrealisticXL_catalystXLV13RC
Image Added


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%

Image Added

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]

Image Added

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%

 Image Added

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]

Image Added

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%

Image Added

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%

Image Removed