Model Tier Selection Quiz

What you'll be asked

1. Which of the following is the most cost-effective approach for simple, repetitive tasks like text classification or sentiment analysis?
2. When building an application that requires both complex reasoning and simple data extraction, which architectural pattern best optimizes costs?
3. An organization is migrating from a general-purpose model to a smaller, fine-tuned model. What is the primary trade-off they must monitor regarding cost?
4. A team notices their LLM costs are spiking due to redundant queries. Which strategy is most effective for immediate cost reduction?
5. When evaluating 'Batch API' versus 'Real-time API' for a large-scale data processing pipeline, which factor most strongly dictates the cost-optimization strategy?

Answers and explanations come after you submit.