Let's bump that sample size to 2. I've observed the same and that observation has heavily influenced the design of my coding agent harness.
I have auto-compact on at 400k
I try to manually manage as much of the context as possible. Most of the time, I limit myself to a context window of 200k, and it works great for my use cases.