This talk presents data from the Verica Open Incident Database (VOID) to conclusively demonstrate how aggregate incident metrics (MTTR, severity, # of incidents/time) aren't representative of your systems' resilience. I then pair those data with observations from actual incident reports of what kind of useful information can be gleaned from incident analysis, and suggest alternate things you can measure instead in order to demonstrate learning from incidents in your organization.