The final cost may vary and depends on the chosen implementation:
- few-shot learning requires providing a number of examples in the prompt making it longer
- different capabilities emerge at a different scale - it's hard to tell which will suit your needs without running some tests first
- if subsequent requests are based on previous model responses, the errors compound, so it is better to use the most powerful model, e.g. when building sophisticated autonomous agents
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