For same size and weight, are alkaline batteries more amp hours than rechargeable?
For the same size and weight, Li-ion can hold ~20% more charge than an alkaline cell. link.
Since Li-ion provide a higher voltage, 4.2V to 3.6V compared to 1.5V to 0.9V, the usable charge is also higher.