ComfyUI

Generate images with SDXL

Run Stable Diffusion XL text-to-image or image-to-image workflows in ComfyUI, with refiner pass and standard SDXL samplers.

Estimated $0.05–$0.35 per batch of 4 images · 1–2 min

What inputs you need

  • Text prompt / source image for img2img
  • SDXL base + refiner checkpoints
  • ComfyUI workflow JSON

What Badgr returns

  • Generated images
  • Workflow run log
  • Seed and sampler metadata

Recommended GPU routes

Estimated cost: $0.05–$0.35 per batch of 4 images · Estimated runtime: 1–2 min

Example command

badgr run "comfyui --workflow sdxl_refiner.json" \
  --gpu RTX_4090 \
  --max-cost 2

Common setup failures Badgr avoids

Refiner pass silently skipped on low-VRAM routes — Badgr checks combined base+refiner VRAM footprint before assigning a route.

Slow cold start on checkpoint download — commonly used SDXL checkpoints are pre-cached on Badgr's ComfyUI image.

Ready to run this?

Launch from the dashboard, CLI, or Compute API. Max-cost protection included.