Bottom line here is that 95% or more of the time we are going to find the cheapest fares on an airline's website. If it seems inconvenient having to go to multiple websites, just remember how it was 20 years ago when we had to call each airline separately to find the best fare/times (sure a TA could save us time there but even then we couldn't get fares instantly like we can now).