The Performance Analyzer (PAL) is the appropriate tool to gather and analyze performance data for an application. PAL collects detailed performance metrics and helps in identifying performance bottlenecks, analyzing the time taken for each step or process, and pinpointing the source of delays. This makes it suitable for assessing the form submission times and understanding why it takes five seconds to complete a step.