PortkeyvsSmolagents

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

Smolagents

AI Agent Frameworks

Hugging Face's lightweight library for building agents

FeaturePortkeySmolagents
CategoryLLM APIs & InferenceAI Agent Frameworks
PricingFree + Pro plansFree (open-source)
GitHub Stars
6k
More stars
15k
PlatformsWeb, DockerLinux, macOS, Windows
Key Features
  • AI gateway
  • Fallbacks
  • Load balancing
  • Caching
  • Observability
  • Code agents
  • Tool calling
  • Multi-model
  • Lightweight
  • Hub integration
Pros
  • + Automatic fallbacks
  • + Load balancing
  • + Request caching
  • + Observability built-in
  • + Open-source gateway
  • + Lightweight and simple
  • + Code-agent approach
  • + Hugging Face integration
  • + Well-documented
  • + Active development
Cons
  • Added infrastructure layer
  • Learning curve
  • Some features need Pro
  • Latency overhead
  • Fewer features than LangChain
  • Newer library
  • Limited tool ecosystem
  • Python-centric
Tags
gatewayreliabilityobservabilityapi
agentshuggingfacelightweightpython

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