---
license: apache-2.0
language: en
tags:
- agentic-ai
- llm-routing
- model-selection
- cost-optimization
- multi-provider
pipeline_tag: any-to-any
---

# AIF-Router

**Intelligent Model Selection Engine** — Routes requests across 10+ LLM providers with quality-aware optimization and automatic fallback chains.

## 10+ Providers

The Router maintains up-to-date profiles for all supported providers including cost per 1K tokens, average latency, health status, and capability matrix.

## Routing Strategy

1. **Capability Match**: Filter providers by required features (vision, function calling, streaming)
2. **Quality Scoring**: Weight by benchmark performance for the task type
3. **Cost Optimization**: Select cheapest provider meeting quality threshold
4. **Latency Budget**: Enforce max latency constraints
5. **Fallback Chain**: Pre-configured cascade on failure (3+ deep)

## Provider Profiles

Each provider carries:
- **Health**: Current availability and error rate
- **Cost**: Input/output pricing per 1K tokens
- **Latency**: P50/P95/P99 response times
- **Capabilities**: Vision, tools, streaming, JSON mode
- **Quality**: Task-specific benchmark scores

## Repository

[https://github.com/frostyjay7813/AIF](https://github.com/frostyjay7813/AIF)