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AI Gateway Comparisons

Head-to-head AI gateway and LLM gateway comparisons: LiteLLM, Kong AI Gateway, Cloudflare AI Gateway, Portkey, Envoy AI Gateway, and Odock, compared on routing, guardrails, budgets, MCP support, and governance.

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July 2, 2026
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Featured comparison
AI Gateway Comparison
July 2, 20267 min

Kong AI Gateway vs Cloudflare AI Gateway: API Management or Edge Control?

Kong brings AI controls into enterprise API management. Cloudflare brings them into its edge network. Both govern AI traffic as a class of HTTP traffic — from very different homes.

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YK

Youcef Kaddour

Founder at Odock and AI infrastructure engineer

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What you should take away

  • 1

    Choose Kong AI Gateway when AI traffic must live under the same enterprise API management, plugins, and deployment model as the rest of your APIs.

  • 2

    Choose Cloudflare AI Gateway when you want fast, managed AI observability, caching, and fallbacks at the edge with minimal operational lift.

  • 3

    Choose Odock when the unit you need to govern is the AI workflow itself — model calls plus MCP tool calls, tenant policy, budgets, and audit — rather than HTTP traffic.

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Head-to-head AI gateway breakdowns

AI Gateway Comparison
July 2, 2026

LiteLLM vs Cloudflare AI Gateway: Self-Hosted Proxy or Edge Control?

LiteLLM is an open-source gateway you run anywhere. Cloudflare AI Gateway is a control layer inside Cloudflare's network. The trade is portability and depth of control versus operational convenience at the edge.

YK

Youcef Kaddour

7 min
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AI Gateway Comparison
July 2, 2026

LiteLLM vs Envoy AI Gateway: Application Gateway or Infrastructure Layer?

LiteLLM is an application-level LLM gateway with product features like virtual keys and budgets. Envoy AI Gateway is cloud-native infrastructure: Envoy and Kubernetes primitives for AI traffic. They solve different layers of the same problem.

YK

Youcef Kaddour

7 min
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AI Gateway Comparison
July 2, 2026

LiteLLM vs Kong AI Gateway: Which LLM Gateway Fits Your Team?

LiteLLM is a model-access gateway built for platform teams standardizing LLM traffic. Kong AI Gateway is API management extended with AI plugins. The right choice depends on which world your team already lives in.

YK

Youcef Kaddour

8 min
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AI Gateway Comparison
July 2, 2026

LiteLLM vs Portkey: Open-Source Gateway or AI Ops Platform?

LiteLLM is a self-hosted model-access gateway. Portkey is a productized AI operations platform with a gateway inside it. The decision is really about how much platform you want to own versus buy.

YK

Youcef Kaddour

8 min
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AI Gateway Comparison
July 2, 2026

Odock vs Kong AI Gateway: AI-Native Governance or API Management?

Kong extends a mature API management platform with AI plugins. Odock is an AI-native governance plane for model and MCP tool traffic. The right choice depends on whether your problem is API estate or AI workflow.

YK

Youcef Kaddour

7 min
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AI Gateway Comparison
July 2, 2026

Odock vs LiteLLM: AI Governance Gateway or Model Access Proxy?

LiteLLM is the most established open-source model-access gateway. Odock governs the whole AI workflow — model calls and MCP tool calls — from one control plane. An honest look at when each fits.

YK

Youcef Kaddour

8 min
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