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Not Diamond vs Portkey

Not DiamondPortkey

Bottom line: Not Diamond for teams running multiple LLMs in production; Portkey for teams routing production traffic across many LLMs.

Intelligent LLM router that picks the best model per query

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Open-source AI gateway and control plane for production Gen AI.

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Votes00
PricingFreemiumFreemium
CategoryCodingCoding
Tags
llm-routermodel-routingcost-optimizationai-infrastructurellmops
ai-gatewayllmopsopen-sourceobservabilitygovernance
Best for
  • Teams running multiple LLMs in production
  • Builders of coding and AI agents
  • Cost-sensitive LLM applications
  • Teams routing production traffic across many LLMs
  • Organizations needing governance and reliability tooling
  • Developers wanting an open-source, self-hostable gateway
Pros
  • Directly targets cost savings without quality loss
  • Supports custom routers trained on your own data
  • Low added router latency (cited ~100-150ms)
  • Free early-access tier to evaluate
  • Works with major providers and coding agents
  • Fully open-source, self-hostable gateway for data control and no lock-in
  • Access to more than 1,600 models through one API
  • Broad feature set spanning observability, guardrails, routing, prompts, and cost control
  • Transparent, relatively cheap entry with free and ~$49 tiers
  • Battle-tested at very large scale
Cons
  • Routing benefits depend heavily on your specific workload
  • Exact per-token pricing is not fully published
  • Vendor-cited savings figures need independent validation
  • Adds an external dependency and network hop
  • Crowded, fast-moving competitive category
  • Adds a network hop and dependency in the critical request path
  • Log-volume-based pricing can get complex or expensive at scale
  • Free-tier logging caps and short retention are tight for real debugging
  • Self-hosting the open-source gateway shifts ops burden to you
  • It is a gateway and ops layer, not a full build-and-eval IDE

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