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Test 8 - Compare Anima to Cosmos Predict 2B and WAI Illustrious

Cosmos 2B - 170 secondsAnima 2B - 170 seconds

WAI Illustrious XL v15 2.5B - 50 seconds

Z Image Turbo (7B) - 60 seconds

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "COSMOS" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image


Time: 2m 52.28s | total 452.06 pipeline 172.23 preview 139.04 callback 137.51 te 2.23 vae 1.01 | GPU 18668 MB 15% | RAM 36.1 GB 29%

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "ANIMA" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 50.03s | total 442.83 pipeline 169.98 callback 137.80 preview 134.76 | GPU 10784 MB 9% | RAM 25.57 GB 21%

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "WAI" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.52s | total 120.96 pipeline 48.56 callback 41.03 preview 28.63 decode 1.89 gc 0.44 prompt 0.34 | GPU 10602 MB 8% | RAM 18.77 GB 15%

Image RemovedImage Added

Prompt: mature female masterpiece, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

best quality, score_9, score_8, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular semi-transparent sign out in front of her that reads "Z-Image" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "7B" written in white drippy text.

Negative: score_1, score_2, score_3, score_4, score_5 worst_quality, bad_quality, bad_hands, very_displeasing, lowres, extra_digit, fewer_digits, jpeg, watermark, instagram_username, twitter_username, patreon_username, frame, comic_fram

Parameters: Steps: 9Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 41.0| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipelineZImagePipeline| Operations: txt2img| Model: CosmosZ-Predict2Image-2B-Text2ImageTurbo

285H


Time:

2m 50

1m 1.

14s

64s | total

442

111.

44

88 pipeline

170

59.

10

19 callback

146

46.06 preview 3.22 decode 2.41 te 0.52 gc 0.44 | GPU 23636 MB 19% | RAM 44.28 GB 36%

Image Added

17 preview 123.99 te 2.11 | GPU 18516 MB 15% | RAM 25.93 GB 21%

Image Removed

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipelineCosmos2TextToImagePipeline| Operations: txt2img| Model: AnimaCosmos-Predict2-sdnext2B-diffusersText2Image

285H Time: 2m 50.

06s

14s | total

455

442.

26

44 pipeline 170.

02 preview 143.23 callback 141.74 | GPU 10784 MB 9%

10 callback 146.17 preview 123.99 te 2.11 | GPU 18516 MB 15% | RAM 25.

56

93 GB 21%

Image RemovedImage Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 74| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipelineAnimaTextToImagePipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29Anima-sdnext-diffusers


Time: 2m 50.08s 06s | total 118455.48 26 pipeline 48.16 callback 39.72 preview 28.26 decode 1.88 gc 0.43 | GPU 10602 MB 8% | RAM 18.78 GB 15%

Image Removed

170.02 preview 143.23 callback 141.74 | GPU 10784 MB 9% | RAM 25.56 GB 21%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweaterPrompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangssleeveless, blue hairwatch, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 47| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipelineStableDiffusionXLPipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.57s | total 462.25 pipeline 171.52 preview 145.39 callback 143.14 te 2.10 | GPU 18516 MB 15% | RAM 25.92 GB 21%

waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.08s | total 118.48 pipeline 48.16 callback 39.72 preview 28.26 decode 1.88 gc 0.43 | GPU 10602 MB 8% | RAM 18.78 GB 15%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening

Image Removed

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair , masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 359| Size: 1024x1024| Seed: 42| CFG scale: 41.0| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipelineZImagePipeline| Operations: txt2img| Model: AnimaZ-sdnextImage-diffusersTurbo


Time: 2m 4959.74s 92s | total 434108.46 pipeline 169.65 preview 132.45 callback 128.52 te 2.78 vae 0.97 | GPU 10784 MB 9% | RAM 25.53 GB 21%08 pipeline 57.55 callback 37.01 preview 10.22 decode 2.32 te 0.48 gc 0.43 | GPU 23636 MB 19% | RAM 45.18 GB 37%

Image AddedImage Removed

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing qualityNegative: bad quality,worst quality,worst detail,sketch,censor, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.57s | total 462.25 pipeline 171.52 preview 145.39 callback 143.14 te 2.10 | GPU 18516 MB 15% | RAM 25.92 GB 21%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 49.74s | total 434.46 pipeline 169.65 preview 132.45 callback 128.52 te 2.78 vae 0.97 | GPU 10784 MB 9% | RAM 25.53 GB 21%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.14s | total 117.81 pipeline 48.19 callback 38.90 preview 28.34 decode 1.89 gc 0.43 | GPU 10602 MB 8% | RAM 18.81 GB 15%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 59.81s | total 108.40 pipeline 57.43 callback 41.00 preview 6.68 decode 2.33 te 0.48 gc 0.43 | GPU 23636 MB 19% | RAM 45.21 GB 37%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.47s | total 449.57 pipeline 171.42 preview 141.22 callback 134.72 te 2.12 | GPU 18516 MB 15% | RAM 25.94 GB 21%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 74| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipelineAnimaTextToImagePipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29Anima-sdnext-diffusers


Time: 2m 50.14s 34s | total 117462.81 06 pipeline 48170.19 29 callback 38147.90 75 preview 28.34 decode 1.89 gc 143.46 te 0.43 46 | GPU 10602 10784 MB 8% 9% | RAM 1825.81 55 GB 15%21%

Image RemovedImage Added

Prompt: Naruto vs Sasuke final battle

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 47| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipelineStableDiffusionXLPipeline| Operations: txt2img: txt2img| Model: waiIllustriousSDXL_v150| Model : Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.47s | total 449.57 pipeline 171.42 preview 141.22 callback 134.72 te 2.12 | GPU 18516 MB 15% | RAM 25.94 GB 21%

hash: befc694a29


Time: 49.97s | total 119.19 pipeline 48.03 callback 40.55 preview 28.00 decode 1.88 gc 0.43 | GPU 10602 MB 8% | RAM 18.8 GB 15%

Image AddedImage Removed

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 359| Size: 1024x1024| Seed: 42| CFG scale: 41.0| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipelineZImagePipeline| Operations: txt2img| Model: AnimaZ-sdnextImage-diffusersTurbo


Time: 2m 501m 0.34s 65s | total 462108.06 69 pipeline 17058.29 28 callback 14741.75 preview 143.46 te 0.46 | GPU 10784 MB 9% | RAM 25.55 GB 21%51 preview 5.60 decode 2.33 te 0.49 gc 0.44 | GPU 23636 MB 19% | RAM 44.34 GB 36%

Image Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Image Removed

Prompt: Naruto vs Sasuke final battle

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 74| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipelineCosmos2TextToImagePipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29

Time: 49.97s | total 119.19 pipeline 48.03 callback 40.55 preview 28.00 decode 1.88 gc 0.43 | GPU 10602 MB 8% | RAM 18.8 GB 15%

Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.52s | total 466.14 pipeline 171.48 callback 147.49 preview 144.96 te 2.13 | GPU 18516 MB 15% | RAM 25.94 GB 21%

Image AddedImage Removed

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipelineAnimaTextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2Anima-2Bsdnext-Text2Imagediffusers

285H


Time: 2m

51

50.

52s

08s | total

466

455.

14

30 pipeline

171.48 callback 147.49 preview 144.96 te 2.13 | GPU 18516 MB 15%

170.04 preview 142.77 callback 142.24 | GPU 10784 MB 9% | RAM 25.

94

56 GB 21%

Image RemovedImage Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 47| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipelineStableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: Anima-sdnext-diffusersbefc694a29


Time: 2m 5049.08s 96s | total 455119.30 pipeline 170.04 preview 142.77 callback 142.24 | GPU 10784 MB 9% | RAM 25.56 GB 21%48.01 callback 40.54 preview 28.14 decode 1.89 gc 0.44 | GPU 10600 MB 8% | RAM 18.83 GB 15%

Image AddedImage Removed

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 359| Size: 1024x1024| Seed: 42| CFG scale: 71.0| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipelineZImagePipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29Z-Image-Turbo


Time: 4959.96s 54s | total 119107.30 56 pipeline 4857.01 16 callback 4042.54 06 preview 285.14 decode 1.89 00 decode 2.33 te 0.52 gc 0.44 | GPU 10600 23636 MB 8% 19% | RAM 1845.83 24 GB 15%37%

System Info

Code Block
Tue Feb  3 12:50:13 2026
app: sdnext.git updated: 2026-02-02 hash: c7ecba67c tag:  tags:  url: https://github.com/liutyi/sdnext/tree/pytorch
arch: x86_64 cpu: x86_64 system: Linux release: 6.17.0-8-generic
python: 3.12.3 Pytorch: 2.10.0+xpu
device: Intel(R) Arc(TM) Graphics (1) ipex: 
ram: free:112.69 used:10.38 total:123.07
xformers: diffusers: 0.37.0.dev0 transformers: 4.57.5
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16
base: CalamitousFelicitousness/Anima-sdnext-diffusers refiner: none vae: none te: none unet: none
Backend: ipex Pipeline: native Memory optimization: none Cross-attention: Scaled-Dot-Product

...