Comparison

Higress vs TensorZero

No leader: the top candidate Higress has only 0.34 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Higress47
TensorZero47
Score
Vioscale score
Higress47 / 100low · 34%
TensorZero47 / 100low · 21%
Pricing
Free tier
Higress
TensorZero
Model
Higressfreemium
TensorZeroopen_source
Price level
Higresslow
TensorZerofree
Transparent
Higress
TensorZero
Integrations
Count
Higress7
TensorZero3
Reliability
Sla pct
Higress99.95
TensorZero
Adoption
Dependent repos
Higress4
TensorZero0
Github stars
Higress9,195
TensorZero11,719
Activity
Commits last 30d
Higress100
TensorZero
Release
Cadence days
Higress19
TensorZero6
History
Higress20 items
TensorZero20 items
License
Spdx
HigressApache-2.0
TensorZeroApache-2.0
Language
Primary
HigressGo
TensorZeroRust
Market

Capabilities

Feature-by-feature on the axes that matter for llm gateways. “-” means undocumented, not absent.

Capabilities
Openai compatible API
Higress-
TensorZero
Automatic failover
Higress-
TensorZero-
Routing strategy
Higress-
TensorZero-
Caching
Higress-
TensorZero-
Virtual key management
Higress-
TensorZero
Budget spend controls
Higress-
TensorZero-
Rate limiting
Higress-
TensorZero-
Guardrails moderation
Higress-
TensorZero-
Request cost observability
Higress-
TensorZero
Streaming support
Higress-
TensorZero-
Deployment model
Higress-
TensorZeroSelf hosted
Open source
Higress-
TensorZero
Pricing model
Higress-
TensorZeroOpen source self host

What each one is

The product in its own terms, so the numbers below have context.

Higress

An API gateway that routes requests to multiple language models and manages AI agents through pluggable extensions. Provided as open-source for self-hosting or as a managed cloud service with 99.95% availability guarantee.

Independently observed

TensorZero

A unified operations platform for LLM applications that provides infrastructure for routing API calls, tracking performance metrics, running experiments, and optimizing model and prompt configurations. Built as self-hosted open-source software designed for production-scale deployments.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Higress

HybridFree tier

Free open-source version and commercial cloud service offerings

as of verify ↗

TensorZero

Open sourceFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Higress
TensorZero
CLI
Higress
TensorZero
Deployment
Cloud / SaaS
Higress
TensorZero
Self-hosted
Higress
TensorZero

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • OpenAI

Higress

7 total - 6 not shared
  • Claude
  • DeepSeek
  • Azure OpenAI
  • Aliyun Dashscope
  • Aliyun DashVector
  • Doubao
Independently observed

TensorZero

3 total - 2 not shared
  • Ollama
  • Slack
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.