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what is the typical usage pattern that would result in these cost figures?


Using small threads (see https://ampcode.com/@sqs for some of my public threads).

If you use very long threads and treat it as a long-and-winding conversation, you will get worse results and pay a lot more.


The context usage awareness is a bit boost for this in my experience. I use speckit and have setup to wrap up tasks when at least 20% of context remaining with a summary of progress, followed by /clear, insert summary and continue. This has reduced compacts almost entirely.




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