2x intelligence != 2x results

most tasks I can do better and faster with composer 2

a fellow engineer reported a bug on a code I had written a few months back. I used his report as prompt for composer 2, gpt-5.4-high and claude-4.6-opus-max-thinking. composer found the issue spot on. gpt found another possible vector a couple of minutes later, but a way less likely one and one that would eventually self heal (thus not actually reproducing what we observed on production). claude had barely started when the other two had finished

also, i don't have a budget per se. but it is expected that i over deliver if i'm over spending