You don't end up with "more chances to end up with a bad unit." That's not how probability works. You still have exactly the 1% chance (i.e., probability) of ending up with the bad unit.But let's just say a 1% failure rate on 100000 units versus 1% on 10000 units. 900 more chances to end up with a bad unit. They have the same failure rate so is one bad or do you just have a greater chance at that 1%.
Let's say you have 100 balls in a bag, of which 1 is blue. If you reach in and randomly grab one, you have a 1% chance of grabbing blue.
Now let's say you have 1,000 balls in a bag, of which 10 are blue. If you reach in and randomly grab one, you have a 1% chance of grabbing blue.
Yes, there are 10x more blue balls in the larger bag. But there are also 10x more non-blue balls.