Keywords AI

Cloudflare AI Gateway vs Martian

Compare Cloudflare AI Gateway and Martian side by side. Both are tools in the LLM Gateways category.

Quick Comparison

Cloudflare AI Gateway
Cloudflare AI Gateway
Martian
Martian
CategoryLLM GatewaysLLM Gateways
PricingFreemiumUsage-based
Best ForCloudflare users who want to add AI gateway capabilities to their existing edge infrastructureTeams who want AI to automatically pick the best model for each request based on quality and cost
Websitedevelopers.cloudflare.comwithmartian.com
Key Features
  • Edge-deployed AI gateway
  • Caching and rate limiting
  • Usage analytics
  • Provider failover
  • Cloudflare network integration
  • Intelligent model routing based on prompt type
  • Automatic quality optimization
  • Cost-performance tradeoff management
  • Transparent routing decisions
  • OpenAI-compatible API
Use Cases
  • 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
  • Automatic model selection for optimal quality
  • Cost optimization without sacrificing output quality
  • Routing different task types to specialized models
  • Reducing latency through smart provider selection

When to Choose Cloudflare AI Gateway vs Martian

Cloudflare AI Gateway
Choose Cloudflare AI Gateway if you need
  • Edge caching for AI API calls
  • Rate limiting AI usage per user
  • Cost management for AI APIs
Pricing: Freemium
Martian
Choose Martian if you need
  • Automatic model selection for optimal quality
  • Cost optimization without sacrificing output quality
  • Routing different task types to specialized models
Pricing: Usage-based

About Cloudflare AI Gateway

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.

About Martian

Martian is an intelligent model router that automatically selects the best LLM for each request based on the prompt content, required capabilities, and cost constraints. Using proprietary routing models, Martian optimizes for quality and cost simultaneously, helping teams reduce LLM spend while maintaining or improving output quality.

What is LLM Gateways?

Unified API platforms and proxies that aggregate multiple LLM providers behind a single endpoint, providing model routing, fallback, caching, rate limiting, cost optimization, and access control.

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