How do you decide which fire model to use for a new project?

I'm starting a project on compartment fire dynamics and there are several modelling approaches to choose from, each with different data and computing requirements.

I'd like to hear how others weigh the trade-offs when picking a model.

What factors guide your choice at the start of a study?