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 Parameters: Steps: 20| Size: 768x1024| Seed: | 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-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 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% | 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.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 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% | 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 11.62 decode 8.86 move 5.85 prompt 5.84 | GPU 33958 MB 26% | RAM 25.11 GB 20% |
Stable Diffusion 3.5 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 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% | 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 187.04 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 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% | 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
| 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 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% |
Chroma and Kolors
| Chroma | 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 Parameters: Steps: 20| Size: 512x768| Seed: 1824549599| CFG scale: 6| Model: Chroma| App: SD.Next| Version: 0d7c025| Operations: txt2img| Pipeline: ChromaPipeline Time: 6m 33.71s | total 426.70 pipeline 368.73 decode 14.42 offload 11.92 move 10.54 prompt 10.54 te 10.52 | GPU 26706 MB 21% | RAM 19.59 GB 16% | 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% |
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














