Intelligent LLM Routing

What is a Smart Router?

Intelligent AI model routing that automatically selects the optimal model for each request — balancing cost, performance, and quality requirements.

The Problem with Manual Model Selection

Developers waste time and money choosing the wrong AI models for their tasks

Overpaying for Simple Tasks

Using GPT-4 for basic text generation when GPT-4o-mini would work perfectly at up to 90% cost savings

Slow Response Times

Waiting 10+ seconds for complex models when faster alternatives could deliver the same quality

Suboptimal Results

Using the wrong model for specialized tasks like code generation, creative writing, or analysis

How Smart Routing Works

Our intelligent system analyzes every request and automatically selects the perfect model

1. Prompt Analysis

Our system analyzes your prompt to understand the task complexity, required capabilities, and output format. It identifies whether you need creative writing, code generation, mathematical reasoning, or simple text completion.

2. Model-Prompt Fit Calculation

We calculate how well each available model matches your specific prompt using advanced algorithms that consider model capabilities, training data, and performance patterns for similar tasks.

3. Multi-Factor Optimization

The system weighs multiple factors including cost efficiency, response speed, output quality, and your configured preferences to find the optimal balance for each request.

4. Intelligent Fallbacks

If the primary model is unavailable or rate-limited, the system automatically falls back to the next best option, ensuring your requests always succeed with minimal delay.

Why Developers Choose Smart Routing

Stop guessing which model to use. Let our intelligent system optimize every request automatically.

Significant Cost Optimization

Automatically use cheaper models for simple tasks while reserving premium models for complex work

Faster Response Times

Intelligent routing to optimize response times while maintaining quality for your specific use case

Better Task-Specific Results

Match specialized models to specific tasks like code generation, creative writing, or data analysis

High Availability

Automatic fallbacks provide reliable service with intelligent model redundancy

Zero Configuration Required

Works out of the box with sensible defaults, or customize optimization weights for your needs

Continuous Learning

The system learns from usage patterns and improves model selection over time

Smart Routing in Action

See how smart routing automatically optimizes model selection for different types of requests

Cost Optimized

Simple Text Generation

Prompt: "Write a welcome email for new users"

Selected: GPT-4o-mini

Why: Simple task, 90% cost savings vs GPT-4

Quality Optimized

Complex Code Generation

Prompt: "Create a React component with TypeScript for data visualization"

Selected: Claude 3.5 Sonnet

Why: Complex task requiring high-quality code output

Speed Optimized

Real-time Chat Response

Prompt: "Answer customer support question about billing"

Selected: Gemini 1.5 Flash

Why: Fast response needed, sufficient quality for support

Balanced

Creative Writing

Prompt: "Write a compelling product description for our new app"

Selected: Claude 3.5 Sonnet

Why: Optimal balance of creativity, cost, and speed

Built for Modern Development Teams

Everything you need to integrate intelligent AI model routing into your applications

Drop-in OpenAI Replacement

Change one line of code to enable smart routing across 50+ models

Real-time Analytics

Track cost savings, performance metrics, and model usage patterns

Custom Optimization Rules

Configure cost vs quality vs speed preferences for your use case

Enterprise Security

SOC 2 compliant with data encryption and audit logs

Multi-Provider Support

Access models from OpenAI, Anthropic, Google, and more through one API

Automatic Fallbacks

Never experience downtime with intelligent model fallback chains

Streaming Support

Full support for streaming responses with smart model selection

Function Calling

Advanced function calling with automatic model capability matching