Token Efficiency Dashboard

VM: dev6.sunny.net.vn
Updated: --
Total Sessions
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Total Messages
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Efficiency Rate
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Total Cost (USD)
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Cache Savings
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Tokens Saved
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Daily Token Usage

Daily Activity (Messages & Tool Calls)

Token Distribution by Type

Savings by Pattern

Hourly Session Distribution

90-Day Comparison

Model Usage Breakdown

ModelInput TokensOutput TokensCache ReadCache CreateCost (USD)

Waste Pattern Analysis (Per Session Savings)

PatternSeverityReduction RateFreq/SessionCost/OccurrenceSaved/SessionImpact

Active Projects (Current Sessions)

ProjectActive SessionsHas MemoryLatest Activity

Empirical Baselines (Opus 4.6, 1M Context)

ActivityTokens/UnitNotes
Token Efficiency Dashboard — CMU/GQM Measurement Discipline — Integrated at p.bdh.vhis.vn