Published
Largest LLM Router
BymeAI Team
Baseline strategy that always routes to the largest model — maximum quality when cost is not a concern.
Overview
The Largest LLM Router is a simple baseline that always routes to the largest available model, maximizing output quality at the highest cost.
How It Works
At routing time, the system selects the model with the largest parameter count from the available pool. Assumes larger models consistently produce better results.
Strategy
Baseline that always routes to the largest available model.
API Endpoint
autoroute:largest_llm
Use Cases
- Maximum quality — always use the best model available
- When cost is not a concern
- Upper-bound baseline for quality comparisons
- Production validation of smaller model quality
Best Practices
Not Always Best
Larger models don't always outperform smaller ones on specific tasks. Use Largest LLM as a quality ceiling and measure whether smaller models match its performance on your specific workload before committing to the cost.
Related Models
- Smallest LLM — The cost-efficient counterpart
- AutoMix — Intelligent cost-quality balancing