PortkeyvsReplicate

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

Replicate

LLM APIs & Inference

Run AI models in the cloud with a simple API

FeaturePortkeyReplicate
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
  • Model hosting
  • API access
  • Fine-tuning
  • Community models
  • Streaming
Pros
  • + Automatic fallbacks
  • + Load balancing
  • + Request caching
  • + Observability built-in
  • + Open-source gateway
  • + Simple API for any model
  • + No infrastructure management
  • + Pay only for what you use
  • + Community model sharing
  • + Easy fine-tuning
Cons
  • Added infrastructure layer
  • Learning curve
  • Some features need Pro
  • Latency overhead
  • Can be expensive at scale
  • Cold start latency
  • Dependent on cloud availability
  • Limited customization
Tags
gatewayreliabilityobservabilityapi
cloudapimodelspay-per-use

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