How do you choose between closed-source and open-source LLMs?

Choose closed-source models for the highest quality, best instruction following, fastest iteration, and zero infrastructure overhead. Choose open source for data privacy, predictable cost at high volume, customization through fine-tuning, no vendor lock-in, and offline deployment. Many teams use closed models for prototyping and switch to open models when scale or cost demand it.