Effective LLM Selection Requires Matching Model to Task, Not Just Choosing Trendiest Option
💻 Choosing an LLM is an operational decision, not a personal one. Teams often select models based on trends, leading to variable outputs, increased costs, and decreased trust. To optimize, match the model to specific constraints by considering input size, necessity for live facts, and output type. Test models with 10 real tasks, scoring for accuracy, tone, and speed, while tracking cost per deliverable. Use distinct models for deep research and human-like writing, and establish rules for model transitions.
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