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Compare model configurationsHardware and cost · Output quality not benchmarked

Qwen Image 2512 vs Z Anime Distill 8-step AIO

Compare deployment template, GPU tier, VRAM, estimated customer hourly cost, and practical fit for these two image models on ModelPilot.

Estimated hourly difference
-$0.05/hr
VRAM delta
-24GB
Price includes
Configured disk + service fee

Qwen Image 2512

Qwen-Image-2512 is an image generation model from Alibaba’s Tongyi Lab. It supports workflows involving portraits, text in images and composed scenes. Review spelling, anatomy and layout in generated results.

GPU tier
GPU High VRAM (A6000)
Estimated customer rate
$0.72/hr
VRAM
48GB
Template
comfyui-qwen-image-2512

Z Anime Distill 8-step AIO

Z-Anime is a SeeSee21 anime fine-tune of Z-Image built for fast stylized image generation. It uses natural-language prompting rather than booru tags and runs through the same Z-Image ComfyUI deployment lane.

GPU tier
GPU Efficient (L4)
Estimated customer rate
$0.66/hr
VRAM
24GB
Template
comfyui-zimage

Deployment facts

FactorQwen Image 2512Z Anime Distill 8-step AIO
Model familyqwen-imagez-image
Variant2512 (Latest)Distill 8-step AIO
Typeimageimage
Deployment templatecomfyui-qwen-image-2512comfyui-zimage
GPU tierGPU High VRAM (A6000)GPU Efficient (L4)
GPUNVIDIA RTX A6000NVIDIA L4
VRAM48GB24GB
vCPU / RAM / disk9 vCPU / 50GB RAM / 200GB disk12 vCPU / 50GB RAM / 200GB disk
Estimated customer rate$0.72/hr$0.66/hr
Estimated 730-hour month$522/mo$484/mo
Paid launchAvailable; review setup before launchAvailable; review setup before launch

Estimates use the same rate as the model catalog, including configured disk and the ModelPilot service fee. GPU time is billed during startup and while allocated. Configuration changes and retained storage can affect your total; review the launch details before paying.

Cost scenarios

Usage levelHours/moQwen Image 2512Z Anime Distill 8-step AIO
Prototype40$28.60$26.52
Part-time app160$114$106
Always-on730$522$484

What this comparison covers

  • Qwen Image 2512: 48GB GPU memory, estimated $0.72/hr including configured disk and the service fee.
  • Z Anime Distill 8-step AIO: 24GB GPU memory, estimated $0.66/hr including configured disk and the service fee.
  • Review each template’s required input files, model downloads and manual setup steps before launching.
  • Dedicated GPU time is billed during startup and while allocated. Retained storage can remain billable after stopping.
  • These are deployment comparisons, not output-quality benchmarks. Test representative inputs and review the results for your project.

Configuration differences

FactorQwen Image 2512Z Anime Distill 8-step AIOLower cost or requirement
Lower estimated customer rate$0.72/hr$0.66/hrZ Anime Distill 8-step AIO
Lower VRAM requirement48GB24GBZ Anime Distill 8-step AIO
Cheaper always-on deployment$522/mo$484/moZ Anime Distill 8-step AIO

FAQ

Which is cheaper to run, Qwen Image 2512 or Z Anime Distill 8-step AIO?

Z Anime Distill 8-step AIO has the lower estimated customer rate at $0.66/hr, including configured disk and the ModelPilot service fee. Startup is billed; retained storage and configuration changes can affect your total.

Which uses less VRAM, Qwen Image 2512 or Z Anime Distill 8-step AIO?

Z Anime Distill 8-step AIO maps to the lower VRAM tier at 24GB in the current deployment recommendation.

Can both models run through ModelPilot?

Both have a deployment option in the catalog. Review each model's setup requirements, available GPU and estimated rate before launching. Output quality depends on the model, input and workflow.