I think that website is wrong or using obsolete data. I compared with another https://www.pickhvac.com/hvac/furnace-vs-heat-pump-cost/ and it said that with exactly the same numbers the heatpump was 50% cheaper than gas. My own observation is that our heating cost reduced dramatically when we replaced gas with heat pump.