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
Flux Kontext Dev FP8
Flux Kontext Dev is an image-editing model from Black Forest Labs that uses a reference image to guide changes and new scenes. Character identity and detail preservation depend on the input and edit; review each result before use. ModelPilot paid deployment availability is shown below.
- GPU tier
- GPU Efficient (L4)
- Estimated customer rate
- Paid launch unavailable
- VRAM
- 24GB
- Template
- comfyui-flux
Paid launch unavailable. Flux Kontext Dev is licensed for non-commercial, non-production use. ModelPilot cannot start a paid end-user deployment without a separate commercial license from Black Forest Labs.
Deployment facts
| Factor | Qwen Image 2512 | Flux Kontext Dev FP8 |
|---|---|---|
| Model family | qwen-image | flux-kontext |
| Variant | 2512 (Latest) | Dev FP8 (Character Consistency) |
| Type | image | image |
| Deployment template | comfyui-qwen-image-2512 | comfyui-flux |
| GPU tier | GPU High VRAM (A6000) | GPU Efficient (L4) |
| GPU | NVIDIA RTX A6000 | NVIDIA L4 |
| VRAM | 48GB | 24GB |
| vCPU / RAM / disk | 9 vCPU / 50GB RAM / 200GB disk | 12 vCPU / 50GB RAM / 200GB disk |
| Estimated customer rate | $0.72/hr | Paid launch unavailable |
| Estimated 730-hour month | $522/mo | Paid launch unavailable |
| Paid launch | Available; review setup before launch | Paid launch unavailable |
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 level | Hours/mo | Qwen Image 2512 | Flux Kontext Dev FP8 |
|---|---|---|---|
| Prototype | 40 | $28.60 | Paid launch unavailable |
| Part-time app | 160 | $114 | Paid launch unavailable |
| Always-on | 730 | $522 | Paid launch unavailable |
What this comparison covers
- Qwen Image 2512: 48GB GPU memory, estimated $0.72/hr including configured disk and the service fee.
- Flux Kontext Dev FP8: Paid launch unavailable. Flux Kontext Dev is licensed for non-commercial, non-production use. ModelPilot cannot start a paid end-user deployment without a separate commercial license from Black Forest Labs.
- 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
| Factor | Qwen Image 2512 | Flux Kontext Dev FP8 | Lower cost or requirement |
|---|---|---|---|
| Lower estimated customer rate | $0.72/hr | Paid launch unavailable | Paid comparison unavailable |
| Lower VRAM requirement | 48GB | 24GB | Flux Kontext Dev FP8 |
| Cheaper always-on deployment | $522/mo | Paid launch unavailable | Paid comparison unavailable |
FAQ
Which is cheaper to run, Qwen Image 2512 or Flux Kontext Dev FP8?
A paid price comparison is unavailable: Flux Kontext Dev FP8: Flux Kontext Dev is licensed for non-commercial, non-production use. ModelPilot cannot start a paid end-user deployment without a separate commercial license from Black Forest Labs.
Which uses less VRAM, Qwen Image 2512 or Flux Kontext Dev FP8?
Flux Kontext Dev FP8 maps to the lower VRAM tier at 24GB in the current deployment recommendation.
Can both models run through ModelPilot?
Flux Kontext Dev FP8: Flux Kontext Dev is licensed for non-commercial, non-production use. ModelPilot cannot start a paid end-user deployment without a separate commercial license from Black Forest Labs.