GPT-5.6 switches to a higher long-context rate once a single request crosses ~272k tokens. Agent harnesses that quietly raised their window push routine threads past that line and double the per-token bill. Cap each thread below the cliff — compact or start fresh before you cross — and you keep paying the base rate.
Keep agent threads under the long-context price cliff
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