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Per-turn Token Cost Management on LLM Long-Context Conversational Sessions

5Typical Tokens per TurnCALMem
-14.8118.85252.5386.15May 20, 2026

Evaluation results

MethodLinks
CALMem2026.055750
Naïve 200K windowcontext window size=200,0002026.0550—
Naïve 2M-token windowcontext window size=2,000,0002026.05500—