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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%

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Flux.2 Dev

FLUX.
1 Krea dev
2-dev-SDNQ-uint4-svd-r32FLUX.
1 Kontext
2-dev
Image 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:

32

50| Size: 768x1024| Seed: 1824549599| CFG scale:

8

4| App: SD.Next| Version:

42706fb

ac7a6c2| Pipeline:

FluxPipeline

Flux2Pipeline| Operations: txt2img| Model: FLUX.

1-Krea

2-dev

FLUX.1-dev vs FLUX.1-schnell

-SDNQ-uint4-svd-r32

Image Added

FLUX.1-devFLUX.1-schnellImage 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

50| Size: 768x1024

| Sampler: DPM2++ 2M SDE FlowMatch

| Seed: 1824549599| CFG scale:

2| Model: FLUX.1-dev|

4| App: SD.Next| Version:

0d7c025

a9b0ab2| Pipeline: Flux2Pipeline| Operations: txt2img| Model: FLUX.2-dev

FLUX.1 Krea dev vs FLUX.1 Kontext dev

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 Removed 12 Sampler: DPM2++ 2M SDE FlowMatch| 2| Model: FLUX.1-schnell| 0d7c025 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%

FLUX.1 Krea devFLUX.1 SRPO dev

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:

32| Size: 768x1024|

Seed: 1824549599| CFG scale:

8| App: SD.Next| Version: 42706fb| Pipeline:

FluxPipeline| Operations: txt2img|

Shuttle-3.1-aesthetic vs Chroma

Model: FLUX.1-Krea-dev

Image Added

Prompt: one orange

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: 6| Model: shuttle-3.1-aesthetic| App: SD.Next| Version: 0d7c0254130c6c| Pipeline: FluxPipeline| Operations: txt2img| Pipeline: FluxPipelineModel: flux.1-dev-SRPO


Time: 4m 469m 20.10s 05s | total 292575.19 pipeline 276.90 decode 9.15 offload 6.07 | GPU 34378 MB 27% | RAM 25.32 GB 20%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

Qwen-Image

Image Removed

FLUX.1-devFLUX.1-schnell

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: 20| Size: 768x1024| Sampler: DPM2++ 2M SDE FlowMatch| Seed: 1824549599| CFG scale: 32| Model: ChromaFLUX.1-dev| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: ChromaPipelineFluxPipeline


Time: 12m 75m 55.16s 86s | total 760365.53 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%

Qwen-Image

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

. 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 11.62 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-aestheticChroma

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: 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 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

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| App: SD.Next| Version: 1d37a25| Pipeline: QwenImagePipeline| Operations: txt2img| Model: Qwen-Image

Execution: Time: 7m 52.46s | total 473.45 pipeline 472.43 te 0.96 | GPU 68698 MB 54% | RAM 3.15 GB 3%

WAN 2.1 (1.3B vs 14B)

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 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

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: 512x512| Seed: 1824549599| CFG scale: 6| App: SD.Next| Version: 34031f5| Pipeline: WanPipeline| Operations: txt2img| Model: Wan2.1-T2V-14B-Diffusers


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%

WAN 2.2 A14B

20 steps50 steps

Image Added

Parameters: Steps: 20| Size: 768x1024| Seed: 1824549599| CFG scale: 6| App: SD.Next| Version: e0cadf0| Pipeline: WanPipeline| Operations: txt2img| Model: Wan2.2-T2V-A14B-Diffusers

Image Added

Parameters: Steps: 50

Parameters: Steps: 20

| Size: 768x1024| Seed: 1824549599| CFG scale: 6| App: SD.Next| Version:

1d37a25

e0cadf0| Pipeline:

QwenImagePipeline

WanPipeline| Operations: txt2img| Model:

Qwen-Image

Execution: Time: 7m 52.46s | total 473.45 pipeline 472.43 te 0.96 | GPU 68698 MB 54% | RAM 3.15 GB 3%

WAN 2.1 (1.3B vs 14B)

Wan2.2-T2V-A14B-Diffusers

Stable Diffusion 3.5 medium vs Stable Cascade

Image Removed: 768x768 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 34031f5 Pipeline: WanPipeline| Model: Wan2.1-T2V-14B-Diffusers 5m 5925s 63185 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-mediumstable-cascade

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: 6| Model: stable-diffusion-3.5-medium| App: SD.Next| Version:

0d7c025|

Operations: txt2img|

Pipeline: StableDiffusion3Pipeline


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%

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:

32| Size

: 768x1024| Sampler: DPM2++ SDE FlowMatch| Seed: 1824549599| CFG scale: 6| Model: stable-cascade| App: SD.Next| Version:

0d7c025|

Operations: txt2img|

Pipeline: StableCascadeCombinedPipeline


Time:

2m 18.

37s | total

187.

Stable Diffusion 3.5 medium vs Stable Cascade

04 pipeline 138.28 preview 48.53 | GPU 12940 MB 10% | RAM 3.52 GB 3%

Kolors

Image Removed 20| Sampler: DPM2++ 2M SDE FlowMatch 6| Model: stable-diffusion-3.-medium 0d7c025 Pipeline StableDiffusion3Pipeline 4m 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: 768x1024| Sampler: DPM2++ SDE FlowMatch 1824549599 6| Model: stable-cascade| 0d7c025 Pipeline: StableCascadeCombinedPipeline 1837s 18704 pipeline 138.28 preview 48.53 | GPU 12940 MB 10% | RAM 3.52 GB 3%
KolorsPRX

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:

50| Size: 768x1024

| Seed: 1824549599| CFG scale:

5

| App: SD.Next| Version:

ef65633| Pipeline: KolorsPipeline| Operations: txt2img|

Model:

Kolors-diffusers


Time:

3m 13.

93s | total

496.

00 pipeline

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:

28| Size

: 768x1024| Seed:

174776885| CFG scale:

5| App: SD.Next| Version:

c021928| Pipeline: PRXPipeline| Operations: txt2img|

Model: prx-1024-t2i-beta


Time: 2m

33.

46s | total

157.

41 pipeline 149.37 decode 4.07 callback 3.28 te 0.38 gc 0.29 | GPU 9564 MB 7% | RAM 31.28 GB 25%

Stable Diffusion 1.5 vs Stable Diffusion XL

dreamshaper_8

dreamshaperXL_v21TurboDPMSDE

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: 30| Size: 512x768| Sampler: DPM++ 2M SDE| Seed: 1824549599| CFG scale: 6| Model: dreamshaper_8| Model hash: 879db523c3| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: StableDiffusionPipeline


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

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: 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

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%

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%

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