Head-to-head · Byok System
Kong AI Gateway vs 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
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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 |
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| Cons |
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| 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 → |
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
- Kong AI Gateway8.8/10 · 30-day trial
A governed gateway for routing, controlling, and analyzing production AI traffic.
Visit KongFull verdict → - TensorZero8.6/10 · Free plan
A capable self-hosted LLM gateway, but its project is no longer maintained.
View TensorZeroFull verdict →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update






