overview
Overview
Switchboard for LLM endpoints that handles key management, retries, caching, and AB routing.
AI ToolBecomes the API
Portkey AI Gateway
Switchboard for LLM endpoints that handles key management, retries, caching, and AB routing.
shipped Nov 20, 2025buildpaid
Domain rating74Monthly visits5.9K/moAI-readablestrong
BuildServingInference Gateways
Why it matters
1Build
2Serving
3Inference Gateways
Stork Quadrant
Becomes the API· 35/100
Replaceable as a UI, but kept alive as the API the agents call.
“Portkey is infrastructure glue, not a moat. Every capability it offers is a weekend project for a competent engineer, and the major cloud providers are building this natively into their AI SDKs. The coordination moat is thin — it connects N providers and N apps, but there's no liquidity lock-in like a real marketplace. This category gets commoditized fast.”
Defensibility · 15/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Route a request to a fallback LLM provider if the primary fails — any retry logic can be hand-coded in an afternoon
- Cache identical prompts to avoid redundant API calls — a Redis layer does this without Portkey
- Manage and rotate API keys across providers — a secrets manager like Vault or AWS Secrets Manager handles this
- A/B test two model versions by splitting traffic — a feature flag system already does this
Agent-Readiness · 60/100
- Verified MCP
- Listed on agent surfaces— anthropic_directory
- Usage-based pricing
- Headless agent auth— https://portkey.ai/docs/introduction/what-is-portkey?utm_source=website&utm…
- Public OpenAPI— https://portkey.ai/docs/introduction/what-is-portkey?utm_source=website&utm…
- Active changelog— https://portkey.ai/blog/enterprise-need-for-an-llm-gateway/ (2026-04-20)
- llms.txt— https://www.portkey.ai/llms.txt
Score history · +13 pts over 2 re-scores
How to defend
Stop being a dashboard and become the observability layer that enterprises can't rip out — own the audit logs, cost attribution, and compliance reporting that procurement teams require. Alternatively, go deep on a regulated vertical where LLM routing decisions need to be logged and explainable for legal reasons.
- Ship an MCP server and list it on Stork — biggest single point gain (+25).
- Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
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