PortkeyvsMem0

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

Mem0

AI Agent Frameworks

Memory layer for AI agents — persistent, searchable, context-aware

FeaturePortkeyMem0
CategoryLLM APIs & InferenceAI Agent Frameworks
PricingFree + Pro plansFree (open-source), hosted platform available
GitHub Stars
6k
More stars
25k
PlatformsWeb, DockerLinux, macOS, Docker
Key Features
  • AI gateway
  • Fallbacks
  • Load balancing
  • Caching
  • Observability
  • Long-term memory
  • User preferences
  • Multi-level memory
  • API
  • Self-improving
Pros
  • + Automatic fallbacks
  • + Load balancing
  • + Request caching
  • + Observability built-in
  • + Open-source gateway
  • + Drop-in memory for any AI agent
  • + Automatic relevance scoring
  • + Works with any LLM
  • + Both local and hosted options
Cons
  • Added infrastructure layer
  • Learning curve
  • Some features need Pro
  • Latency overhead
  • Adds complexity to agent architecture
  • Hosted version has usage limits
Tags
gatewayreliabilityobservabilityapi
memoryagentspersonalizationopen-source

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