An application needs image input and tool calling. Why is choosing a model by parameter count alone insufficient?

1. The model must support the required input modality and tool capabilities in the selected region
2. Model selection never affects application behavior
3. Image input can be supplied to any text-only model unchanged
4. Larger models always support every tool type