PortkeyvsFireworks AI

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

Fireworks AI

LLM APIs & Inference

Fast and efficient LLM inference platform

FeaturePortkeyFireworks AI
CategoryLLM APIs & InferenceLLM APIs & Inference
PricingFree + Pro plansPay-per-use
GitHub Stars
More stars
6k
PlatformsWeb, DockerWeb
Key Features
  • AI gateway
  • Fallbacks
  • Load balancing
  • Caching
  • Observability
  • Fast inference
  • Fine-tuning
  • Function calling
  • JSON mode
  • Batch API
Pros
  • + Automatic fallbacks
  • + Load balancing
  • + Request caching
  • + Observability built-in
  • + Open-source gateway
  • + Fast inference speeds
  • + Function calling support
  • + JSON mode
  • + Competitive pricing
  • + Batch API
Cons
  • Added infrastructure layer
  • Learning curve
  • Some features need Pro
  • Latency overhead
  • Smaller model selection
  • Less known brand
  • Documentation could improve
  • No free tier for inference
Tags
gatewayreliabilityobservabilityapi
inferencefastcloudapi

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