What is the best LLM for most products?
A top-tier closed model is usually the best quality baseline. Then add lower-cost models for bulk throughput.
Frequently Asked Questions
Should we self-host open models?
Yes, when you need strong data control, predictable cost at scale, or low-latency regional deployment.
How many models should we run?
Start with one primary and one fallback model. Add more only when your evals prove measurable gains.
Can one model fit every workload?
No. Most mature systems use model specialization by task, latency target, and quality requirements.