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Head-to-head · Byok System

Kong AI Gateway vs TensorZero

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Kong AI Gateway #3 in Byok System 8.8/10 30-day trial Free trial✓ 0 of 3 features Visit Kong
TensorZero #5 in Byok System 8.6/10 Free plan Free plan✓ 0 of 3 features View TensorZero

Kong AI Gateway leads on 0 checks, TensorZero on 1, and 0 are even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreKong AI Gateway · 8.8/10
  • Free planonly TensorZero
  • Free trialonly Kong AI Gateway

Kong AI Gateway scores higher on our rubric for byok system: 8.8 against 8.6 out of 10; our editors rank them #3 and #5.

TensorZero offers free plan; Kong AI Gateway doesn't.

Kong AI Gateway is the better fit for organizations governing AI traffic across teams. TensorZero is the better fit for teams able to manage an unmaintained self-hosted gateway.

  • Kong AI Gateway fits best

    Organizations governing AI traffic across teams

  • TensorZero fits best

    Teams able to manage an unmaintained self-hosted gateway

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Kong AI Gateway 8.8/10 Visit ↗ TensorZero 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #3 in Byok System #5 in Byok System
Best for Organizations governing AI traffic across teams Teams able to manage an unmaintained self-hosted gateway
Pricing model Paid Free
Starting price — Free plan
Free plan — ✓ (best)
Free trial 30 days —
Deployment Cloud, Self-hosted Self-hosted
Platforms Web Web
Support Email, Tickets Email, Community, Docs
Integrations 14 integrations 20 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Kong AI Gateway 0/3 · TensorZero 0/3
Request routing Not checked yet Not checked yet
Team key sharing Not checked yet Not checked yet
Self-hosting Not checked yet Not checked yet
Specs
Key storage Not checked yet Not checked yet
Supported providers Not checked yet Not checked yet
Usage limits Not checked yet Not checked yet
Our review
Pros
  • Routes across LLM providers with load balancing and automatic failover
  • Combines token, cost, latency, and error analytics with spend controls
  • Supports cloud and self-hosted deployment for LLM, MCP, and A2A traffic
  • Unifies access to multiple LLM providers through one API
  • Combines fallbacks, analytics, cost tracking, and experimentation
  • Open-source and self-hosted, with API-key authentication
Cons
  • The $0 offer lasts 30 days; there is no perpetual free plan
  • Plus limits gateway counts and supports up to 5 unique LLM models
  • Enterprise uses custom pricing, making costs less predictable upfront
  • The project is no longer maintained
  • Archived on GitHub on June 12, 2026
  • Self-hosted deployment places operational responsibility on your team
Our verdict

Kong AI Gateway sits between applications, agents, MCP servers, and model providers, giving platform and infrastructure teams a shared layer for production AI traffic. It brings routing, authentication, access controls, analytics, rate…

Read the review →

TensorZero combined an open-source LLM gateway with observability, evaluations, optimization, and experimentation. It was aimed at teams that wanted to route requests across model providers through a unified API, while tracking usage and…

Read the review →
  1. Kong AI GatewayByok System 8.830-day trial
  2. TensorZeroByok System 8.6Free plan

Strengths and trade-offs

  • Kong AI Gateway — where it wins

    • Routes across LLM providers with load balancing and automatic failover
    • Combines token, cost, latency, and error analytics with spend controls
    • Supports cloud and self-hosted deployment for LLM, MCP, and A2A traffic

    Where it doesn't

    • The $0 offer lasts 30 days; there is no perpetual free plan
    • Plus limits gateway counts and supports up to 5 unique LLM models
    • Enterprise uses custom pricing, making costs less predictable upfront
  • TensorZero — where it wins

    • Unifies access to multiple LLM providers through one API
    • Combines fallbacks, analytics, cost tracking, and experimentation
    • Open-source and self-hosted, with API-key authentication

    Where it doesn't

    • The project is no longer maintained
    • Archived on GitHub on June 12, 2026
    • Self-hosted deployment places operational responsibility on your team

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update