Keywords AI

Apigee AI Gateway vs Martian

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

Quick Comparison

Apigee AI Gateway
Apigee AI Gateway
Martian
Martian
CategoryLLM GatewaysLLM Gateways
PricingEnterpriseUsage-based
Best ForGoogle Cloud enterprises who need to manage AI API trafficTeams who want AI to automatically pick the best model for each request based on quality and cost
Websitecloud.google.comwithmartian.com
Key Features
  • Google Cloud AI traffic management
  • API analytics and monitoring
  • Security and threat protection
  • Rate limiting and quotas
  • Multi-cloud support
  • Intelligent model routing based on prompt type
  • Automatic quality optimization
  • Cost-performance tradeoff management
  • Transparent routing decisions
  • OpenAI-compatible API
Use Cases
  • Managing AI APIs on Google Cloud
  • Enterprise API security for AI endpoints
  • Usage metering and billing for AI services
  • Multi-cloud AI API management
  • Compliance and governance for AI traffic
  • 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 Apigee AI Gateway vs Martian

Apigee AI Gateway
Choose Apigee AI Gateway if you need
  • Managing AI APIs on Google Cloud
  • Enterprise API security for AI endpoints
  • Usage metering and billing for AI services
Pricing: Enterprise
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 Apigee AI Gateway

Google Cloud's Apigee includes AI gateway capabilities for managing and securing generative AI API traffic, with model routing, token-based rate limiting, content moderation, and comprehensive analytics.

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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