Which pricing model should you use for EC2 instances that will be used in a lab environment for several hours on a weekend and must run uninterrupted?

On-Demand is the best choice for this situation as it is the most economical option that will ensure no interruptions. Use on-demand for ad-hoc use cases where you need to run an instance for a short period of time.