PortkeyvsComfyUI

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Portkey

LLM APIs & Inference

AI gateway for reliable and fast LLM applications

ComfyUI

AI Image & Video

Powerful node-based UI for Stable Diffusion and Flux

FeaturePortkeyComfyUI
CategoryLLM APIs & InferenceAI Image & Video
PricingFree + Pro plansFree (open-source)
GitHub Stars
6k
More stars
75k
PlatformsWeb, DockermacOS, Linux, Windows
Key Features
  • AI gateway
  • Fallbacks
  • Load balancing
  • Caching
  • Observability
  • Visual node editor
  • Flux support
  • ControlNet
  • LoRA training
  • Batch processing
  • REST API
  • Custom nodes
Pros
  • + Automatic fallbacks
  • + Load balancing
  • + Request caching
  • + Observability built-in
  • + Open-source gateway
  • + Visual node-based workflow editor
  • + Extremely flexible and customizable
  • + Supports all SD models and extensions
  • + Active community with shared workflows
  • + Runs locally for free
Cons
  • Added infrastructure layer
  • Learning curve
  • Some features need Pro
  • Latency overhead
  • Steep learning curve
  • UI can be overwhelming
  • Requires good GPU (8GB+ VRAM)
  • No simple mode for beginners
Tags
gatewayreliabilityobservabilityapi
open-sourceimage-generationfluxstable-diffusionnode-based

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