metadata
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
- Capability Match: Filter providers by required features (vision, function calling, streaming)
- Quality Scoring: Weight by benchmark performance for the task type
- Cost Optimization: Select cheapest provider meeting quality threshold
- Latency Budget: Enforce max latency constraints
- 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