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AI Calculator Suite Agentic AI & Tokenomics

Context Window Accumulation and Rot Calculator

Analyze how re-sending history context in multi-turn conversations escalates token billing.

Context Accumulation Equation:
\( \text{Cumulative Tokens} = \sum_{i=1}^{N} \left[ T_{\text{system}} + i \times (T_{\text{user}} + T_{\text{assistant}}) \right] \)

Session Parameters

Default: $3.00/M (Claude 3.5 Sonnet)
Total Tokens Billed 44,000
Accumulated History Cost $0.1320
Context Rot Ratio 81.8%

Context Resend Impact Assessment

Re-sending message history accounts for 81.8% of total tokens processed. Implementing prompt caching or sliding window truncation will reduce API bills by over 60%.

Route Custom Tool Brief