In Prism Central, the two chart types available for analysis are Metric and Performance. Metric charts allow users to analyze various metrics collected from the system, while Performance charts focus on evaluating the system's performance in terms of speed and efficiency. Entity and Network Latency are not primary chart types but can be aspects of the data represented within Metric and Performance charts.