I was about to the same thing when my electrician came up with a better idea. I fortunately have an over head power line entering my property and passes about 50-feet from the garage. Rather then extend electricity from the house, (about 50-feet) he had the power company put in "new service" to my garage. The cost wasn't that much more than extending from the house and eliminated trenching, drilling holes in house walls, etc. Cost, I think I came out ahead a little. The power company sends one bill with both readings so that eliminates a small hassle. But the big advantage I see is that there is no power drops in the house (lights dimming, electric motors slowing, etc.) when I am running multiple tools in the garage. In a previous attached garage I would be running my table-saw, dust collector, heater, and the air compressor would kick in and the whole house and my tools would slow or lights would dim. I have none of that now. In my attached garage I rarely, if ever, blew a breaker, but I was always aware of what I was running. Now I don't worry about it at all. Last but not least, I had to have some electrical work done in the house that required a total power disconnect for the better part of the day. (ancient house what can I say) Using some pretty heavy duty extension cords we were able to keep the furnace running and have some light to work with.
Although I don't know what your situation is, if the separate service option is available to you without breaking the bank, I would really think about it.