Helicone vs ComfyUI

FeatureHeliconeComfyUI
CategoryMLOpsAI Image Generation
PricingFree + Pro plansFree (open-source)
GitHub Stars3,00075,000
PlatformsWebmacOS, Linux, Windows
Features
  • ✓ Request logging
  • ✓ Cost tracking
  • ✓ Latency monitoring
  • ✓ Prompt management
  • ✓ User tracking
  • ✓ Visual node editor
  • ✓ Flux support
  • ✓ ControlNet
  • ✓ LoRA training
  • ✓ Batch processing
  • ✓ REST API
  • ✓ Custom nodes
Tags
observabilitymonitoringcostsopen-source
open-sourceimage-generationfluxstable-diffusionnode-based