Multi-Model Integration

LLM Proxy for Claude & Gemini

Unified access to Anthropic's Claude and Google's Gemini through a single intelligent proxy. Route requests optimally, compare outputs, and maximize the strengths of each model.

Claude

by Anthropic

  • ✓ 200K context window
  • ✓ Excellent at nuanced reasoning
  • ✓ Strong coding capabilities
  • ✓ Constitutional AI approach
  • ✓ Superior long-form writing
200K Context
Opus Top Model
2024 Latest

Gemini

by Google DeepMind

  • ✓ 1M context window (Ultra)
  • ✓ Native multimodal support
  • ✓ Google ecosystem integration
  • ✓ Real-time information access
  • ✓ Competitive pricing
1M Context
Ultra Top Model
2024 Latest

Unified Integration Benefits

🔀 Intelligent Routing

Automatically route requests to the optimal model based on task type, context length, and cost considerations.

  • Task-aware model selection
  • Context length optimization
  • Cost-based routing rules
  • Fallback configurations

⚖️ Output Comparison

Compare responses from both models side-by-side to choose the best output for your use case.

  • Parallel request execution
  • Response quality scoring
  • Difference highlighting
  • Performance metrics

💰 Cost Optimization

Balance performance and cost by leveraging each model's pricing advantages.

  • Per-model cost tracking
  • Budget-aware routing
  • Token optimization
  • Usage analytics

🛡️ High Availability

Ensure continuous service with automatic failover between Claude and Gemini.

  • Automatic failover
  • Health monitoring
  • Retry strategies
  • Load balancing

Integration Examples

Unified API Request
# Route to Claude for long-context reasoning
POST /v1/chat/completions
{
  "model": "claude-3-opus",
  "messages": [{
    "role": "user",
    "content": "Analyze this document..."
  }]
}

# Route to Gemini for multimodal tasks
POST /v1/chat/completions
{
  "model": "gemini-pro-vision",
  "messages": [{
    "role": "user",
    "content": [
      {"type": "text", "text": "Describe this image"},
      {"type": "image_url", "image_url": {"url": "..."}}
    ]
  }]
}
Smart Routing Configuration
{
  "routing_rules": [
    {
      "condition": "context_length > 100000",
      "model": "gemini-1.5-pro",
      "reason": "Best for long context"
    },
    {
      "condition": "task == 'coding'",
      "model": "claude-3-opus",
      "reason": "Superior code generation"
    },
    {
      "condition": "task == 'multimodal'",
      "model": "gemini-pro-vision",
      "reason": "Native multimodal"
    }
  ]
}

Model Comparison

Feature Claude 3 Gemini
Max Context 200K tokens 1M tokens (Ultra)
Multimodal Vision support Native multimodal
Best For Reasoning, coding, writing Long context, multimodal
Real-time Info Limited Google Search integration
API Pricing Competitive Very competitive
Availability High High

🔗 Related Resources

Claude Code Gateways | Load Balancing Strategies | Tools Comparison | Coding Assistants