Kong

Kong is a unified API and AI connectivity platform designed for organizations building, deploying, and governing agentic infrastructure alongside traditional API traffic.

Reviewed by 7wData
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Kong is a unified API and AI connectivity platform designed for organizations building, deploying, and governing agentic infrastructure alongside traditional API traffic. It serves platform engineering teams, API program managers, and AI/ML engineers who need to secure, manage, and monetize multi-modal traffic—REST, HTTP, LLMs, Kafka, WebSockets, gRPC, GraphQL—under one control plane. The platform targets companies like Wayfair, ING Bank, Sony Interactive Entertainment, United Airlines, Nasdaq, HSBC, BMW, Goldman Sachs, PayPal, Delta Fiber, Mistral AI, and ANZ, indicating its fit for enterprises with high-volume, business-critical API and AI workloads.

Kong’s architecture centers on Kong Konnect, a SaaS control plane that manages multiple gateway types: Kong API Gateway, Kong AI Gateway, Kong Event Gateway, and the newly announced Kong Agent Gateway for agent-to-agent (A2A) traffic. The AI Gateway provides a universal LLM API supporting up to 5 unique LLM models, unlimited MCP server proxies, token-based rate limiting, semantic caching, PII sanitization, prompt guardrails, and token-level cost analytics. The API Gateway supports REST, HTTP, gRPC, GraphQL, WebSockets, and Kafka. The Event Gateway handles event-driven architectures. Kong Insomnia is a standalone API client for design and testing. Kong Metering & Billing enables usage-based monetization. The platform offers three gateway deployment models: Serverless (up to 5 gateways on Plus), Hybrid (up to 2 on Plus), and Dedicated Cloud (up to 2 on Plus). Advanced analytics cover 1M API requests/month on Plus, with 10M requests stored. RBAC is included; SSO and audit logging require Enterprise.

Kong competes directly with API management platforms like Apigee (Google Cloud), AWS API Gateway, Azure API Management, and open-source alternatives like Apache APISIX (backed by API7.ai). Unlike cloud-vendor gateways, Kong offers multi-cloud and hybrid deployment flexibility. Compared to APISIX, Kong Konnect provides a managed SaaS experience with built-in AI Gateway capabilities, but at a higher per-gateway cost. Kong’s AI Gateway differentiates it from traditional API gateways by adding LLM-specific controls (token budgets, semantic caching, A2A governance). The platform is also used by Mistral AI, signaling traction in the AI ecosystem. Kong’s primary weakness versus open-source alternatives is vendor lock-in and cost at scale.

Honest trade-offs: Kong’s Plus tier limits analytics to 1M requests/month—teams exceeding this must upgrade to Enterprise (custom pricing). The free trial is only 30 days with no credit card, but after that, all gateways incur monthly charges. Hybrid gateways are capped at 2 on Plus, forcing larger deployments to Enterprise. The AI Gateway’s 5-model limit on Plus may constrain teams needing broader LLM diversity. Support on Plus is email-only with a 2-business-day SLA; Enterprise is required for phone or chat support. Kong’s pricing is per-gateway, not per-request, which can be unpredictable for spiky traffic patterns. The platform’s breadth (API, AI, event, metering) can overwhelm teams that only need basic API management.

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How it works

  1. AI Gateway

    Provides a universal LLM API with token-based rate limiting, semantic caching, PII sanitization, and prompt guardrails to manage AI traffic.

  2. API Gateway

    Handles REST, HTTP, gRPC, GraphQL, WebSockets, and Kafka traffic under a single control plane for traditional API management.

  3. Event Gateway

    Enables event-driven architectures and asynchronous communication, supporting Kafka and other event streams.

  4. Metering and Billing

    Tracks usage of API and AI calls, enabling organizations to monetize their services with usage-based billing models.

  5. Insomnia API Client

    A standalone client for designing, debugging, and testing APIs, integrated with the Kong ecosystem for streamlined development.

  6. Konnect Control Plane

    A SaaS control plane that manages Serverless, Hybrid, and Dedicated Cloud gateway deployments, unifying multi-protocol traffic.

  7. Agent Gateway

    Supports agent-to-agent (A2A) traffic, enabling governance and security for autonomous agent interactions.

Strengths and trade-offs

Strengths

  • Unified control plane for API, AI, event, and agent traffic eliminates the need for separate gateways for each protocol.
  • AI Gateway provides token-level cost tracking and semantic caching, reducing LLM inference costs by caching repeated queries.
  • Kong Konnect offers a 30-day free trial with no credit card required and no gateway limits during the trial period.
  • Trusted by enterprises like Nasdaq, HSBC, BMW, and Goldman Sachs, indicating production-grade reliability at scale.

Trade-offs

  • Plus tier caps advanced analytics at 1M API requests per month, requiring Enterprise for higher-volume analysis.
  • Hybrid gateways are limited to 2 on Plus, forcing organizations with more than 2 self-hosted gateways to upgrade to Enterprise.
  • AI Gateway on Plus supports only up to 5 unique LLM models, which may be insufficient for teams needing broader model diversity.
  • Email support on Plus has a 2-business-day SLA, which is too slow for critical production incidents.

Pricing context

Kong Konnect offers a 30-day free trial (no credit card required). The Plus tier is charged per gateway per month, with up to 5 Serverless Gateways, up to 2 Hybrid Gateways, and up to 2 Dedicated Cloud Gateways included. Enterprise tier has custom pricing billed annually. All tiers are available via AWS Marketplace.

Getting started with Kong

  1. Sign up for Kong Konnect

    Go to the Kong Konnect website and click Start Free Trial. Enter your email and create a password. No credit card is required for the 30-day trial. Verify your email to activate the account.

  2. Deploy a gateway instance

    In the Konnect control plane, choose a deployment model: Serverless, Hybrid, or Dedicated Cloud. Follow the on-screen instructions to provision a gateway. For Hybrid, download and run the Kong Gateway binary on your infrastructure.

  3. Connect your API or LLM

    In the Konnect dashboard, navigate to Services and click Add Service. Enter the upstream URL for your REST API, gRPC endpoint, or LLM provider. Configure authentication headers or API keys as required by your backend.

  4. Set up rate limiting and caching

    Add a plugin to your service: select Rate Limiting to control request frequency per consumer, and Semantic Caching to cache LLM responses. Configure token budgets for AI Gateway routes to manage costs.

  5. Monitor traffic and costs

    Open the Analytics tab in Konnect to view request metrics, error rates, and token-level cost breakdowns. Set up alerts for threshold breaches. Export logs to your monitoring tool for long-term analysis.

Frequently Asked Questions

What is Kong and what does it do?

Kong is a unified API and AI connectivity platform for building, deploying, and governing agentic infrastructure alongside traditional API traffic. It manages REST, HTTP, LLMs, Kafka, WebSockets, gRPC, and GraphQL under one control plane for enterprises.

How does Kong AI Gateway work?

Kong AI Gateway provides a universal LLM API supporting up to 5 unique LLM models, token-based rate limiting, semantic caching, PII sanitization, and prompt guardrails. It also offers token-level cost analytics to manage and reduce LLM inference expenses.

What are the main features of Kong Konnect?

Kong Konnect is a SaaS control plane that manages Serverless, Hybrid, and Dedicated Cloud gateway deployments. It unifies API Gateway, AI Gateway, Event Gateway, and Agent Gateway, along with metering and billing for usage-based monetization.

What is Kong Konnect pricing and is there a free trial?

Kong Konnect offers a 30-day free trial with no credit card required. The Plus tier charges per gateway per month, including up to 5 Serverless, 2 Hybrid, and 2 Dedicated Cloud gateways. Enterprise tier has custom annual pricing.

How does Kong compare to Apigee or AWS API Gateway?

Unlike cloud-vendor gateways, Kong offers multi-cloud and hybrid deployment flexibility. Kong Konnect provides a managed SaaS experience with built-in AI Gateway capabilities, but at a higher per-gateway cost compared to open-source alternatives like Apache APISIX.

What are the limitations of Kong Plus tier?

Kong Plus tier limits advanced analytics to 1M API requests per month and caps Hybrid gateways at 2. AI Gateway supports only 5 unique LLM models. Support is email-only with a 2-business-day SLA, requiring Enterprise for higher limits.

Alternatives

How Kong compares

Direct head-to-head against 2 competitors. Picked by 7wData.

This tool

Kong

Pricing
Kong Konnect offers a 30-day free trial (no credit card required). The Plus tier is charged per gateway per month, with up to 5 Serverless Gateways, up to 2 Hybrid Gateways, and up to 2 Dedicated Cloud Gateways included. Enterprise tier has custom pricing billed annually. All tiers are available via AWS Marketplace.
Target
Kong is a unified API and AI connectivity platform designed for organizations building, deploying, and governing agentic infrastructure alongside traditional API traffic.
Strength
Unified control plane for API, AI, event, and agent traffic eliminates the need for separate gateways for each protocol.
Watch for
Plus tier caps advanced analytics at 1M API requests per month, requiring Enterprise for higher-volume analysis.

Apollo GraphQL

Pricing
Free tier; Team $99/month; Enterprise custom.
Target
GraphQL supergraph developers and platform teams.
Deployment
Cloud, self-hosted.
Strength
GraphOS schema registry and supergraph runtime.
Watch for
Pricing scales steeply with graph size and team seats.

Workato

Pricing
Team $10k/yr; Business $30k/yr; Enterprise custom.
Target
Enterprise IT automating complex cross-app workflows.
Deployment
Cloud, on-prem agent.
Strength
1,200+ enterprise connectors and low-code recipes.
Watch for
High cost and complexity for simple integrations.

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Sources

Reporting on this tool draws on these publicly available sources.

  1. konghq.com
  2. konghq.com
  3. api7.ai
  4. konghq.com