Cloudflare AI Gateway vs The Token Company
Updated March 27, 2026
Overview
Cloudflare AI Gateway is a proxy for AI API traffic that provides caching, rate limiting, analytics, and logging for LLM requests. Running on Cloudflare's global edge network, it reduces latency and costs by caching repeated requests. Free to use on all Cloudflare plans.
Compression middleware that sits between apps and LLMs, improving output quality while reducing token costs.
Key features
Core capabilities each platform advertises.
- Edge-deployed AI gateway
- Caching and rate limiting
- Usage analytics
- Provider failover
- Cloudflare network integration
- Token compression
- Output quality improvement
- Cost reduction middleware
- LLM-agnostic
Strengths and tradeoffs
What each tool does well, and the limitations to keep in mind.
Pros
- Core features free with Cloudflare plans—no per-call gateway fees
- Tightly integrated with Cloudflare global network for low-latency routing
- One-line integration for major LLM providers
- Built-in caching, rate limiting, and fallbacks improve reliability
Cons
- Adds 10-50ms proxy latency to every request
- Lacks token-level tracing and prompt analysis
- Strict log retention caps require manual management at scale
- No enterprise governance features like RBAC or audit trails
Pros
- Extremely clear pricing at /bin/zsh.05/1M tokens with simple pay-for-what-you-remove model
- Real customer validation with published blind arena results showing +5% performance lift
- Counterintuitive but proven: compression improves accuracy, not just cuts cost
- Fast and deterministic — non-generative ML model processes 100K tokens in under 100ms
- YC partners sought out the founder — strong validation signal
Cons
- Solo 18-year-old founder creates execution risk for enterprise sales cycles
- LLM providers may build native compression into their APIs
- Competes with Compresr (also YC W26) on similar value proposition
- Compression impact may decrease as context windows grow cheaper
Cloudflare AI or The Token — which should you choose?
Choose Cloudflare AI if you wantChoose if you want
- Edge caching for AI API calls
- Rate limiting AI usage per user
- Cost management for AI APIs
- Global AI traffic management
- Cloudflare ecosystem AI integration
Choose The Token if you wantChoose if you want
- Token cost optimization
- LLM output improvement
- API cost reduction
Compare Cloudflare AI Gateway and The Token Company on your own traffic
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.