Does your context compactor actually save anything? If you built or tuned one, this one is worth your time. (bookmark it) Task completion is the standard way to validate compression, and it hides the real bill. In a bounded 24-turn tool-using agent, GPT-5.5 held completion
Context Compaction Benchmark Examines Costs Beyond Agent Task Completion
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