Flow AI vs Portkey

Portkey is an AI gateway + observability platform: configurable routing/fallback/load-balancing, guardrails, caching, and deep request tracing for LLM apps.

What Portkey optimizes for

Enterprise observability and config-driven gateway controls.

• Rich tracing, logs, and dashboards out of the box
• Config-driven guardrails and routing policies
• Team/enterprise governance features

What Flow AI does differently

• Flow AI's router optimizes a different objective: cost per completed task, measured from your agents' real tool-use and completion signals — not rules you maintain
• Cortex gives per-agent completion analytics (action rate, cost per completed task, context pressure) rather than request-level traces alone
• Marketplace supply: flat-rate subscriptions and community capacity push clearing prices below list; Portkey routes across your own provider keys at your negotiated prices
• Flat, transparent economics: pass-through + 2.5%, no per-seat platform tier

How to choose

Choose Portkey for enterprise-grade observability over routing you configure. Choose Flow AI when the goal is the cheapest completed task and you'd rather the routing policy learn itself.

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