Cloudflare AI Gateway vs TensorZero
On the evidence we track, Cloudflare AI Gateway leads this comparison with a composite score of 65/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for llm gateways. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Cloudflare AI Gateway
LeaderAn intermediary service that routes AI model requests through Cloudflare's network to provide visibility, caching, rate limiting, cost tracking, and data loss prevention. It enables organizations to observe and control AI traffic without modifying their existing tools or coding agents.
TensorZero
A self-hosted platform that combines deployment, monitoring, evaluation, and optimization for language model applications. It enables teams to manage multiple model providers through a single interface, measure performance across different configurations, and automatically improve routing strategies and prompts.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Cloudflare AI Gateway
LeaderFree for core features (caching, rate limiting, analytics). Paid log storage and Logpush available on Workers Paid plan.
- FreeFree
- dashboard analytics
- caching
- rate limiting
- DLP scanning
- Workers Paid$0.05 per million requests
- 10M log storage per gateway
- Logpush available
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- OpenAI
Cloudflare AI Gateway
Leader- Workers AI
- Vectorize
- MCP (Model Context Protocol)
- Third-party LLM models
- Anthropic
- Google Gemini
- Replicate
- Cloudflare Workers
- Agent Memory
- Cloudflare Workers AI
- Cloudflare Vectorize
- Claude Code
- Claude Desktop
- GitHub Copilot CLI
- OpenAI Codex
- OpenCode
- Pi
TensorZero
- Ollama
- Slack
- Teams
Cloudflare AI Gateway or TensorZero: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.